Pandas Profiling Report

Dataset statistics

Number of variables	88
Number of observations	55644
Missing cells	275981
Missing cells (%)	5.6%
Total size in memory	37.8 MiB
Average record size in memory	712.0 B

Variable types

Numeric	75
Text	12
Unsupported	1

Alerts

`vlan_id` has constant value ""	Constant
`tunnel_id` has constant value ""	Constant
`bidirectional_cwr_packets` has constant value ""	Constant
`bidirectional_ece_packets` has constant value ""	Constant
`bidirectional_urg_packets` has constant value ""	Constant
`src2dst_cwr_packets` has constant value ""	Constant
`src2dst_ece_packets` has constant value ""	Constant
`src2dst_urg_packets` has constant value ""	Constant
`dst2src_cwr_packets` has constant value ""	Constant
`dst2src_ece_packets` has constant value ""	Constant
`dst2src_urg_packets` has constant value ""	Constant
`label` has constant value ""	Constant
`requested_server_name` has 55644 (100.0%) missing values	Missing
`client_fingerprint` has 55284 (99.4%) missing values	Missing
`server_fingerprint` has 54986 (98.8%) missing values	Missing
`user_agent` has 55638 (> 99.9%) missing values	Missing
`content_type` has 54429 (97.8%) missing values	Missing
`bidirectional_packets` is highly skewed (γ1 = 126.8738661)	Skewed
`bidirectional_bytes` is highly skewed (γ1 = 141.7673512)	Skewed
`src2dst_packets` is highly skewed (γ1 = 146.4161178)	Skewed
`src2dst_bytes` is highly skewed (γ1 = 154.8480015)	Skewed
`dst2src_packets` is highly skewed (γ1 = 105.0447769)	Skewed
`dst2src_bytes` is highly skewed (γ1 = 149.7628469)	Skewed
`dst2src_min_piat_ms` is highly skewed (γ1 = 40.15911415)	Skewed
`dst2src_mean_piat_ms` is highly skewed (γ1 = 27.27918207)	Skewed
`dst2src_stddev_piat_ms` is highly skewed (γ1 = 29.81418431)	Skewed
`dst2src_max_piat_ms` is highly skewed (γ1 = 25.8585379)	Skewed
`bidirectional_ack_packets` is highly skewed (γ1 = 162.5517499)	Skewed
`bidirectional_psh_packets` is highly skewed (γ1 = 148.6404399)	Skewed
`src2dst_ack_packets` is highly skewed (γ1 = 174.5861689)	Skewed
`src2dst_psh_packets` is highly skewed (γ1 = 63.14445639)	Skewed
`dst2src_ack_packets` is highly skewed (γ1 = 135.2443851)	Skewed
`dst2src_psh_packets` is highly skewed (γ1 = 159.4011725)	Skewed
`requested_server_name` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`expiration_id` has 54594 (98.1%) zeros	Zeros
`src_port` has 17984 (32.3%) zeros	Zeros
`dst_port` has 17984 (32.3%) zeros	Zeros
`vlan_id` has 55644 (100.0%) zeros	Zeros
`tunnel_id` has 55644 (100.0%) zeros	Zeros
`bidirectional_duration_ms` has 17333 (31.1%) zeros	Zeros
`src2dst_duration_ms` has 20436 (36.7%) zeros	Zeros
`dst2src_first_seen_ms` has 22660 (40.7%) zeros	Zeros
`dst2src_last_seen_ms` has 22660 (40.7%) zeros	Zeros
`dst2src_duration_ms` has 27306 (49.1%) zeros	Zeros
`dst2src_packets` has 22660 (40.7%) zeros	Zeros
`dst2src_bytes` has 22660 (40.7%) zeros	Zeros
`bidirectional_stddev_ps` has 26514 (47.6%) zeros	Zeros
`src2dst_stddev_ps` has 28515 (51.2%) zeros	Zeros
`dst2src_min_ps` has 22660 (40.7%) zeros	Zeros
`dst2src_mean_ps` has 22660 (40.7%) zeros	Zeros
`dst2src_stddev_ps` has 31430 (56.5%) zeros	Zeros
`dst2src_max_ps` has 22660 (40.7%) zeros	Zeros
`bidirectional_min_piat_ms` has 31630 (56.8%) zeros	Zeros
`bidirectional_mean_piat_ms` has 17333 (31.1%) zeros	Zeros
`bidirectional_stddev_piat_ms` has 22748 (40.9%) zeros	Zeros
`bidirectional_max_piat_ms` has 17333 (31.1%) zeros	Zeros
`src2dst_min_piat_ms` has 23044 (41.4%) zeros	Zeros
`src2dst_mean_piat_ms` has 20436 (36.7%) zeros	Zeros
`src2dst_stddev_piat_ms` has 25299 (45.5%) zeros	Zeros
`src2dst_max_piat_ms` has 20436 (36.7%) zeros	Zeros
`dst2src_min_piat_ms` has 29976 (53.9%) zeros	Zeros
`dst2src_mean_piat_ms` has 27306 (49.1%) zeros	Zeros
`dst2src_stddev_piat_ms` has 36326 (65.3%) zeros	Zeros
`dst2src_max_piat_ms` has 27306 (49.1%) zeros	Zeros
`bidirectional_syn_packets` has 29139 (52.4%) zeros	Zeros
`bidirectional_cwr_packets` has 55644 (100.0%) zeros	Zeros
`bidirectional_ece_packets` has 55644 (100.0%) zeros	Zeros
`bidirectional_urg_packets` has 55644 (100.0%) zeros	Zeros
`bidirectional_ack_packets` has 28206 (50.7%) zeros	Zeros
`bidirectional_psh_packets` has 52108 (93.6%) zeros	Zeros
`bidirectional_rst_packets` has 52996 (95.2%) zeros	Zeros
`bidirectional_fin_packets` has 31103 (55.9%) zeros	Zeros
`src2dst_syn_packets` has 29139 (52.4%) zeros	Zeros
`src2dst_cwr_packets` has 55644 (100.0%) zeros	Zeros
`src2dst_ece_packets` has 55644 (100.0%) zeros	Zeros
`src2dst_urg_packets` has 55644 (100.0%) zeros	Zeros
`src2dst_ack_packets` has 29610 (53.2%) zeros	Zeros
`src2dst_psh_packets` has 52749 (94.8%) zeros	Zeros
`src2dst_rst_packets` has 54150 (97.3%) zeros	Zeros
`src2dst_fin_packets` has 31806 (57.2%) zeros	Zeros
`dst2src_syn_packets` has 31230 (56.1%) zeros	Zeros
`dst2src_cwr_packets` has 55644 (100.0%) zeros	Zeros
`dst2src_ece_packets` has 55644 (100.0%) zeros	Zeros
`dst2src_urg_packets` has 55644 (100.0%) zeros	Zeros
`dst2src_ack_packets` has 28392 (51.0%) zeros	Zeros
`dst2src_psh_packets` has 52573 (94.5%) zeros	Zeros
`dst2src_rst_packets` has 54468 (97.9%) zeros	Zeros
`dst2src_fin_packets` has 31439 (56.5%) zeros	Zeros
`application_is_guessed` has 29801 (53.6%) zeros	Zeros
`application_confidence` has 1156 (2.1%) zeros	Zeros

Reproduction

Analysis started	2023-06-05 18:15:05.926450
Analysis finished	2023-06-05 18:15:08.183892
Duration	2.26 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

Distinct	39637
Distinct (%)	71.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23020.4686

Minimum	0
Maximum	74295
Zeros	15
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1200.15
Q1	8168
median	20233.5
Q3	34304
95-th percentile	59527.15
Maximum	74295
Range	74295
Interquartile range (IQR)	26136

Descriptive statistics

Standard deviation	17544.99907
Coefficient of variation (CV)	0.7621477814
Kurtosis	-0.01876199009
Mean	23020.4686
Median Absolute Deviation (MAD)	12881.5
Skewness	0.7673520547
Sum	1280950955
Variance	307826992.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	< 0.1%
1	14	< 0.1%
4	14	< 0.1%
2	13	< 0.1%
5	13	< 0.1%
2542	7	< 0.1%
7052	6	< 0.1%
8	6	< 0.1%
2403	6	< 0.1%
2330	6	< 0.1%
Other values (39627)	55544	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	< 0.1%
1	14	< 0.1%
2	13	< 0.1%
3	3	< 0.1%
4	14	< 0.1%

Value	Count	Frequency (%)
74295	1	< 0.1%
74275	1	< 0.1%
74054	1	< 0.1%
74048	1	< 0.1%
74041	1	< 0.1%

id
Real number (ℝ)

Distinct	39637
Distinct (%)	71.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23020.4686

Minimum	0
Maximum	74295
Zeros	15
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1200.15
Q1	8168
median	20233.5
Q3	34304
95-th percentile	59527.15
Maximum	74295
Range	74295
Interquartile range (IQR)	26136

Descriptive statistics

Standard deviation	17544.99907
Coefficient of variation (CV)	0.7621477814
Kurtosis	-0.01876199009
Mean	23020.4686
Median Absolute Deviation (MAD)	12881.5
Skewness	0.7673520547
Sum	1280950955
Variance	307826992.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	< 0.1%
1	14	< 0.1%
4	14	< 0.1%
2	13	< 0.1%
5	13	< 0.1%
2542	7	< 0.1%
7052	6	< 0.1%
8	6	< 0.1%
2403	6	< 0.1%
2330	6	< 0.1%
Other values (39627)	55544	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	< 0.1%
1	14	< 0.1%
2	13	< 0.1%
3	3	< 0.1%
4	14	< 0.1%

Value	Count	Frequency (%)
74295	1	< 0.1%
74275	1	< 0.1%
74054	1	< 0.1%
74048	1	< 0.1%
74041	1	< 0.1%

expiration_id
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01886995903

Minimum	0
Maximum	1
Zeros	54594
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1360669556
Coefficient of variation (CV)	7.21077112
Kurtosis	48.01794106
Mean	0.01886995903
Median Absolute Deviation (MAD)	0
Skewness	7.072214304
Sum	1050
Variance	0.0185142164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	54594	98.1%
1	1050	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	54594	98.1%
1	1050	1.9%

Value	Count	Frequency (%)
1	1050	1.9%
0	54594	98.1%

src_ip
Text

Distinct	625
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	869.4 KiB

Length

Max length	25
Median length	24
Mean length	14.53849472
Min length	2

Characters and Unicode

Total characters	808980
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	261 ?
Unique (%)	0.5%

Sample

1st row	fe80::fc66:5abf:d63a:94fb
2nd row	fe80::fc66:5abf:d63a:94fb
3rd row	192.168.1.191
4th row	192.168.1.191
5th row	192.168.1.191

Value	Count	Frequency (%)
10.0.2.15	12552	22.6%
192.168.1.191	10995	19.8%
fe80::16cc:20ff:fe51:33ea	4363	7.8%
fe80::725a:fff:fee4:9bc0	3387	6.1%
192.168.1.192	3128	5.6%
192.168.1.240	2965	5.3%
10.0.0.46	2764	5.0%
192.168.1.249	1638	2.9%
fe80::72ee:50ff:fe18:3443	1481	2.7%
fe80::ee1a:59ff:fe83:2811	1317	2.4%
Other values (615)	11054	19.9%

Most occurring characters

Value	Count	Frequency (%)
1	151243	18.7%
.	127431	15.8%
:	65741	8.1%
2	65425	8.1%
0	64074	7.9%
f	56577	7.0%
9	51375	6.4%
8	46474	5.7%
e	42166	5.2%
6	37573	4.6%
Other values (8)	100901	12.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	485581	60.0%
Other Punctuation	193172	23.9%
Lowercase Letter	130227	16.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	151243	31.1%
2	65425	13.5%
0	64074	13.2%
9	51375	10.6%
8	46474	9.6%
6	37573	7.7%
5	25857	5.3%
4	17891	3.7%
3	17833	3.7%
7	7836	1.6%

Lowercase Letter

Value	Count	Frequency (%)
f	56577	43.4%
e	42166	32.4%
c	13115	10.1%
a	11374	8.7%
b	5698	4.4%
d	1297	1.0%

Other Punctuation

Value	Count	Frequency (%)
.	127431	66.0%
:	65741	34.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	678753	83.9%
Latin	130227	16.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	151243	22.3%
.	127431	18.8%
:	65741	9.7%
2	65425	9.6%
0	64074	9.4%
9	51375	7.6%
8	46474	6.8%
6	37573	5.5%
5	25857	3.8%
4	17891	2.6%
Other values (2)	25669	3.8%

Latin

Value	Count	Frequency (%)
f	56577	43.4%
e	42166	32.4%
c	13115	10.1%
a	11374	8.7%
b	5698	4.4%
d	1297	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	808980	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	151243	18.7%
.	127431	15.8%
:	65741	8.1%
2	65425	8.1%
0	64074	7.9%
f	56577	7.0%
9	51375	6.4%
8	46474	5.7%
e	42166	5.2%
6	37573	4.6%
Other values (8)	100901	12.5%

src_mac
Text

Distinct	37
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	869.4 KiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	945948
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	d0:53:49:1b:0c:90
2nd row	d0:53:49:1b:0c:90
3rd row	60:6c:66:cb:78:61
4th row	60:6c:66:cb:78:61
5th row	60:6c:66:cb:78:61

Value	Count	Frequency (%)
08:00:27:a3:83:43	12863	23.1%
60:6c:66:cb:78:61	10995	19.8%
14:cc:20:51:33:ea	4952	8.9%
70:5a:0f:e4:9b:c0	4212	7.6%
00:62:6e:51:27:2e	3223	5.8%
44:65:0d:56:cc:d3	2965	5.3%
78:e4:00:6c:39:cd	2764	5.0%
00:16:6c:ab:6b:88	2587	4.6%
70:ee:50:18:34:43	2195	3.9%
ec:1a:59:79:f4:89	2167	3.9%
Other values (27)	6721	12.1%

Most occurring characters

Value	Count	Frequency (%)
:	278220	29.4%
0	101821	10.8%
6	80082	8.5%
3	68007	7.2%
8	56077	5.9%
c	55620	5.9%
1	42183	4.5%
7	40459	4.3%
4	39548	4.2%
2	32869	3.5%
Other values (7)	151062	16.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	507097	53.6%
Other Punctuation	278220	29.4%
Lowercase Letter	160631	17.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	101821	20.1%
6	80082	15.8%
3	68007	13.4%
8	56077	11.1%
1	42183	8.3%
7	40459	8.0%
4	39548	7.8%
2	32869	6.5%
5	28907	5.7%
9	17144	3.4%

Lowercase Letter

Value	Count	Frequency (%)
c	55620	34.6%
e	29282	18.2%
a	28872	18.0%
b	23517	14.6%
f	12020	7.5%
d	11320	7.0%

Other Punctuation

Value	Count	Frequency (%)
:	278220	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	785317	83.0%
Latin	160631	17.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	278220	35.4%
0	101821	13.0%
6	80082	10.2%
3	68007	8.7%
8	56077	7.1%
1	42183	5.4%
7	40459	5.2%
4	39548	5.0%
2	32869	4.2%
5	28907	3.7%

Latin

Value	Count	Frequency (%)
c	55620	34.6%
e	29282	18.2%
a	28872	18.0%
b	23517	14.6%
f	12020	7.5%
d	11320	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	945948	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	278220	29.4%
0	101821	10.8%
6	80082	8.5%
3	68007	7.2%
8	56077	5.9%
c	55620	5.9%
1	42183	4.5%
7	40459	4.3%
4	39548	4.2%
2	32869	3.5%
Other values (7)	151062	16.0%

src_oui
Text

Distinct	32
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	869.4 KiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	445152
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	d0:53:49
2nd row	d0:53:49
3rd row	60:6c:66
4th row	60:6c:66
5th row	60:6c:66

Value	Count	Frequency (%)
08:00:27	12865	23.1%
60:6c:66	10995	19.8%
14:cc:20	4952	8.9%
70:5a:0f	4212	7.6%
ec:1a:59	3767	6.8%
00:62:6e	3223	5.8%
44:65:0d	2965	5.3%
78:e4:00	2764	5.0%
00:16:6c	2587	4.6%
70:ee:50	2422	4.4%
Other values (22)	4892	8.8%

Most occurring characters

Value	Count	Frequency (%)
:	111288	25.0%
0	92345	20.7%
6	59905	13.5%
c	27949	6.3%
7	23771	5.3%
2	23511	5.3%
8	17131	3.8%
e	15716	3.5%
4	15178	3.4%
5	14578	3.3%
Other values (7)	43780	9.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	267878	60.2%
Other Punctuation	111288	25.0%
Lowercase Letter	65986	14.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	92345	34.5%
6	59905	22.4%
7	23771	8.9%
2	23511	8.8%
8	17131	6.4%
4	15178	5.7%
5	14578	5.4%
1	13407	5.0%
9	4118	1.5%
3	3934	1.5%

Lowercase Letter

Value	Count	Frequency (%)
c	27949	42.4%
e	15716	23.8%
a	8198	12.4%
f	7848	11.9%
d	5470	8.3%
b	805	1.2%

Other Punctuation

Value	Count	Frequency (%)
:	111288	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	379166	85.2%
Latin	65986	14.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	111288	29.4%
0	92345	24.4%
6	59905	15.8%
7	23771	6.3%
2	23511	6.2%
8	17131	4.5%
4	15178	4.0%
5	14578	3.8%
1	13407	3.5%
9	4118	1.1%

Latin

Value	Count	Frequency (%)
c	27949	42.4%
e	15716	23.8%
a	8198	12.4%
f	7848	11.9%
d	5470	8.3%
b	805	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	445152	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	111288	25.0%
0	92345	20.7%
6	59905	13.5%
c	27949	6.3%
7	23771	5.3%
2	23511	5.3%
8	17131	3.8%
e	15716	3.5%
4	15178	3.4%
5	14578	3.3%
Other values (7)	43780	9.8%

src_port
Real number (ℝ)

Distinct	16708
Distinct (%)	30.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30769.76511

Minimum	0
Maximum	65533
Zeros	17984
Zeros (%)	32.3%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	41446.5
Q3	54794
95-th percentile	59960
Maximum	65533
Range	65533
Interquartile range (IQR)	54794

Descriptive statistics

Standard deviation	25668.09359
Coefficient of variation (CV)	0.8341985549
Kurtosis	-1.768032299
Mean	30769.76511
Median Absolute Deviation (MAD)	17923.5
Skewness	-0.2256173652
Sum	1712152810
Variance	658851028.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17984	32.3%
59370	2091	3.8%
80	889	1.6%
1900	593	1.1%
10001	591	1.1%
68	369	0.7%
59960	340	0.6%
48999	308	0.6%
443	297	0.5%
546	292	0.5%
Other values (16698)	31890	57.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17984	32.3%
67	143	0.3%
68	369	0.7%
80	889	1.6%
123	20	< 0.1%

Value	Count	Frequency (%)
65533	1	< 0.1%
65531	2	< 0.1%
65525	1	< 0.1%
65524	1	< 0.1%
65521	2	< 0.1%

dst_ip
Text

Distinct	5480
Distinct (%)	9.8%
Missing	0
Missing (%)	0.0%
Memory size	869.4 KiB

Length

Max length	35
Median length	24
Mean length	12.71968227
Min length	7

Characters and Unicode

Total characters	707774
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1890 ?
Unique (%)	3.4%

Sample

1st row	ff02::1:2
2nd row	ff02::1:2
3rd row	192.168.33.254
4th row	172.217.23.234
5th row	172.217.23.234

Value	Count	Frequency (%)
23.51.123.27	1628	2.9%
ff02::2	1313	2.4%
ff02::1:ff00:0	1305	2.3%
192.168.1.193	1274	2.3%
239.255.255.250	1211	2.2%
192.168.1.191	1042	1.9%
ff02::1:2	907	1.6%
93.184.216.34	898	1.6%
24.56.178.140	806	1.4%
255.255.255.255	797	1.4%
Other values (5470)	44463	79.9%

Most occurring characters

Value	Count	Frequency (%)
.	127431	18.0%
1	109877	15.5%
2	98289	13.9%
0	48647	6.9%
5	42900	6.1%
:	42765	6.0%
f	41892	5.9%
3	39034	5.5%
4	32333	4.6%
9	31361	4.4%
Other values (8)	93245	13.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	485663	68.6%
Other Punctuation	170196	24.0%
Lowercase Letter	51915	7.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	109877	22.6%
2	98289	20.2%
0	48647	10.0%
5	42900	8.8%
3	39034	8.0%
4	32333	6.7%
9	31361	6.5%
8	31178	6.4%
6	26779	5.5%
7	25265	5.2%

Lowercase Letter

Value	Count	Frequency (%)
f	41892	80.7%
e	3418	6.6%
c	2726	5.3%
b	2568	4.9%
a	1263	2.4%
d	48	0.1%

Other Punctuation

Value	Count	Frequency (%)
.	127431	74.9%
:	42765	25.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	655859	92.7%
Latin	51915	7.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	127431	19.4%
1	109877	16.8%
2	98289	15.0%
0	48647	7.4%
5	42900	6.5%
:	42765	6.5%
3	39034	6.0%
4	32333	4.9%
9	31361	4.8%
8	31178	4.8%
Other values (2)	52044	7.9%

Latin

Value	Count	Frequency (%)
f	41892	80.7%
e	3418	6.6%
c	2726	5.3%
b	2568	4.9%
a	1263	2.4%
d	48	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	707774	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	127431	18.0%
1	109877	15.5%
2	98289	13.9%
0	48647	6.9%
5	42900	6.1%
:	42765	6.0%
f	41892	5.9%
3	39034	5.5%
4	32333	4.6%
9	31361	4.4%
Other values (8)	93245	13.2%

dst_mac
Text

Distinct	61
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	869.4 KiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	945948
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	33:33:00:01:00:02
2nd row	33:33:00:01:00:02
3rd row	00:13:33:b0:18:50
4th row	00:13:33:b0:18:50
5th row	00:13:33:b0:18:50

Value	Count	Frequency (%)
52:54:00:12:35:02	12541	22.5%
00:13:33:b0:18:50	10995	19.8%
14:cc:20:51:33:ea	8285	14.9%
38:72:c0:5e:6b:22	2762	5.0%
33:33:00:00:00:02	1313	2.4%
33:33:ff:00:00:00	1305	2.3%
ec:1a:59:83:28:11	1274	2.3%
33:33:00:01:00:03	1240	2.2%
33:33:00:00:00:0c	1222	2.2%
01:00:5e:7f:ff:fa	1211	2.2%
Other values (51)	13496	24.3%

Most occurring characters

Value	Count	Frequency (%)
:	278220	29.4%
0	166891	17.6%
3	125843	13.3%
1	67432	7.1%
5	65255	6.9%
2	60444	6.4%
f	34014	3.6%
c	27524	2.9%
4	24827	2.6%
8	23002	2.4%
Other values (7)	72496	7.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	553349	58.5%
Other Punctuation	278220	29.4%
Lowercase Letter	114379	12.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	166891	30.2%
3	125843	22.7%
1	67432	12.2%
5	65255	11.8%
2	60444	10.9%
4	24827	4.5%
8	23002	4.2%
6	9367	1.7%
7	6214	1.1%
9	4074	0.7%

Lowercase Letter

Value	Count	Frequency (%)
f	34014	29.7%
c	27524	24.1%
e	21025	18.4%
b	18983	16.6%
a	12291	10.7%
d	542	0.5%

Other Punctuation

Value	Count	Frequency (%)
:	278220	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	831569	87.9%
Latin	114379	12.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	278220	33.5%
0	166891	20.1%
3	125843	15.1%
1	67432	8.1%
5	65255	7.8%
2	60444	7.3%
4	24827	3.0%
8	23002	2.8%
6	9367	1.1%
7	6214	0.7%

Latin

Value	Count	Frequency (%)
f	34014	29.7%
c	27524	24.1%
e	21025	18.4%
b	18983	16.6%
a	12291	10.7%
d	542	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	945948	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	278220	29.4%
0	166891	17.6%
3	125843	13.3%
1	67432	7.1%
5	65255	6.9%
2	60444	6.4%
f	34014	3.6%
c	27524	2.9%
4	24827	2.6%
8	23002	2.4%
Other values (7)	72496	7.7%

dst_oui
Text

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	869.4 KiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	445152
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	33:33:00
2nd row	33:33:00
3rd row	00:13:33
4th row	00:13:33
5th row	00:13:33

Value	Count	Frequency (%)
52:54:00	12541	22.5%
00:13:33	10995	19.8%
14:cc:20	8285	14.9%
33:33:ff	7095	12.8%
33:33:00	6042	10.9%
01:00:5e	3179	5.7%
38:72:c0	2762	5.0%
ec:1a:59	1276	2.3%
60:6c:66	1042	1.9%
ff:ff:ff	946	1.7%
Other values (17)	1481	2.7%

Most occurring characters

Value	Count	Frequency (%)
:	111288	25.0%
3	88368	19.9%
0	82692	18.6%
5	29870	6.7%
1	24458	5.5%
2	24433	5.5%
c	21693	4.9%
4	21335	4.8%
f	20773	4.7%
e	5915	1.3%
Other values (7)	14327	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	283913	63.8%
Other Punctuation	111288	25.0%
Lowercase Letter	49951	11.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	88368	31.1%
0	82692	29.1%
5	29870	10.5%
1	24458	8.6%
2	24433	8.6%
4	21335	7.5%
6	4336	1.5%
8	3765	1.3%
7	3342	1.2%
9	1314	0.5%

Lowercase Letter

Value	Count	Frequency (%)
c	21693	43.4%
f	20773	41.6%
e	5915	11.8%
a	1284	2.6%
d	201	0.4%
b	85	0.2%

Other Punctuation

Value	Count	Frequency (%)
:	111288	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	395201	88.8%
Latin	49951	11.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	111288	28.2%
3	88368	22.4%
0	82692	20.9%
5	29870	7.6%
1	24458	6.2%
2	24433	6.2%
4	21335	5.4%
6	4336	1.1%
8	3765	1.0%
7	3342	0.8%

Latin

Value	Count	Frequency (%)
c	21693	43.4%
f	20773	41.6%
e	5915	11.8%
a	1284	2.6%
d	201	0.4%
b	85	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	445152	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	111288	25.0%
3	88368	19.9%
0	82692	18.6%
5	29870	6.7%
1	24458	5.5%
2	24433	5.5%
c	21693	4.9%
4	21335	4.8%
f	20773	4.7%
e	5915	1.3%
Other values (7)	14327	3.2%

dst_port
Real number (ℝ)

Distinct	2563
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4438.414366

Minimum	0
Maximum	65502
Zeros	17984
Zeros (%)	32.3%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	80
Q3	123
95-th percentile	44403
Maximum	65502
Range	65502
Interquartile range (IQR)	123

Descriptive statistics

Standard deviation	12992.55769
Coefficient of variation (CV)	2.927297143
Kurtosis	8.499098758
Mean	4438.414366
Median Absolute Deviation (MAD)	80
Skewness	3.124789831
Sum	246971129
Variance	168806555.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	22746	40.9%
0	17984	32.3%
123	3031	5.4%
443	1883	3.4%
3080	1274	2.3%
10000	595	1.1%
50443	427	0.8%
67	369	0.7%
10001	338	0.6%
3478	318	0.6%
Other values (2553)	6679	12.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17984	32.3%
7	1	< 0.1%
22	1	< 0.1%
67	369	0.7%
68	143	0.3%

Value	Count	Frequency (%)
65502	1	< 0.1%
65173	2	< 0.1%
65035	2	< 0.1%
64964	2	< 0.1%
64913	2	< 0.1%

protocol
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.51252606

Minimum	1
Maximum	58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	6
median	6
Q3	17
95-th percentile	58
Maximum	58
Range	57
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	21.56424172
Coefficient of variation (CV)	1.105148644
Kurtosis	-0.5331121373
Mean	19.51252606
Median Absolute Deviation (MAD)	0
Skewness	1.136940237
Sum	1085755
Variance	465.0165208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
6	28058	50.4%
58	12860	23.1%
17	9602	17.3%
2	3169	5.7%
1	1955	3.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1955	3.5%
2	3169	5.7%
6	28058	50.4%
17	9602	17.3%
58	12860	23.1%

Value	Count	Frequency (%)
58	12860	23.1%
17	9602	17.3%
6	28058	50.4%
2	3169	5.7%
1	1955	3.5%

ip_version
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.473258572

Minimum	4
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	4
median	4
Q3	4
95-th percentile	6
Maximum	6
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8500332074
Coefficient of variation (CV)	0.1900255024
Kurtosis	-0.4639347475
Mean	4.473258572
Median Absolute Deviation (MAD)	0
Skewness	1.239387723
Sum	248910
Variance	0.7225564537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
4	42477	76.3%
6	13167	23.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	42477	76.3%
6	13167	23.7%

Value	Count	Frequency (%)
6	13167	23.7%
4	42477	76.3%

vlan_id
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

tunnel_id
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

bidirectional_first_seen_ms
Real number (ℝ)

Distinct	48949
Distinct (%)	88.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.132581206 × 10¹²

Minimum	7392
Maximum	1.493732834 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	7392
5-th percentile	2082800.95
Q1	1.387315105 × 10¹²
median	1.475197757 × 10¹²
Q3	1.475238147 × 10¹²
95-th percentile	1.493731451 × 10¹²
Maximum	1.493732834 × 10¹²
Range	1.493732827 × 10¹²
Interquartile range (IQR)	8.792304229 × 10¹⁰

Descriptive statistics

Standard deviation	6.225266816 × 10¹¹
Coefficient of variation (CV)	0.5496530212
Kurtosis	-0.3886291472
Mean	1.132581206 × 10¹²
Median Absolute Deviation (MAD)	1.85290059 × 10¹⁰
Skewness	-1.266875661
Sum	6.302134863 × 10¹⁶
Variance	3.875394693 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.49373175 × 10¹²	24	< 0.1%
1.493730733 × 10¹²	19	< 0.1%
1.49373175 × 10¹²	17	< 0.1%
1.493731161 × 10¹²	17	< 0.1%
1.493730732 × 10¹²	16	< 0.1%
1.493728079 × 10¹²	15	< 0.1%
1.493729182 × 10¹²	15	< 0.1%
1.493728993 × 10¹²	14	< 0.1%
1.493730733 × 10¹²	14	< 0.1%
1.493731052 × 10¹²	14	< 0.1%
Other values (48939)	55479	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7392	1	< 0.1%
8122	1	< 0.1%
13159	1	< 0.1%
14160	1	< 0.1%
30507	1	< 0.1%

Value	Count	Frequency (%)
1.493732834 × 10¹²	1	< 0.1%
1.493732834 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	3	< 0.1%

bidirectional_last_seen_ms
Real number (ℝ)

Distinct	50621
Distinct (%)	91.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.132581255 × 10¹²

Minimum	14160
Maximum	1.493732969 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	14160
5-th percentile	2095498.35
Q1	1.387315108 × 10¹²
median	1.475197871 × 10¹²
Q3	1.475238247 × 10¹²
95-th percentile	1.493731457 × 10¹²
Maximum	1.493732969 × 10¹²
Range	1.493732955 × 10¹²
Interquartile range (IQR)	8.792313915 × 10¹⁰

Descriptive statistics

Standard deviation	6.225266958 × 10¹¹
Coefficient of variation (CV)	0.54965301
Kurtosis	-0.3886291463
Mean	1.132581255 × 10¹²
Median Absolute Deviation (MAD)	1.852889561 × 10¹⁰
Skewness	-1.266875663
Sum	6.302135135 × 10¹⁶
Variance	3.87539487 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.493728087 × 10¹²	15	< 0.1%
1.493731028 × 10¹²	15	< 0.1%
1.493728071 × 10¹²	13	< 0.1%
1.493728072 × 10¹²	10	< 0.1%
1.493727074 × 10¹²	10	< 0.1%
1.493728071 × 10¹²	9	< 0.1%
1.493729276 × 10¹²	9	< 0.1%
1.493730788 × 10¹²	9	< 0.1%
1.387314964 × 10¹²	8	< 0.1%
1.49372792 × 10¹²	8	< 0.1%
Other values (50611)	55538	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14160	1	< 0.1%
15161	1	< 0.1%
20650	1	< 0.1%
40491	1	< 0.1%
40991	1	< 0.1%

Value	Count	Frequency (%)
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732897 × 10¹²	1	< 0.1%
1.493732894 × 10¹²	1	< 0.1%

bidirectional_duration_ms
Real number (ℝ)

Distinct	13678
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48953.10975

Minimum	0
Maximum	1799999
Zeros	17333
Zeros (%)	31.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1123.5
Q3	6660
95-th percentile	118268
Maximum	1799999
Range	1799999
Interquartile range (IQR)	6660

Descriptive statistics

Standard deviation	258976.4877
Coefficient of variation (CV)	5.29029696
Kurtosis	39.11712364
Mean	48953.10975
Median Absolute Deviation (MAD)	1123.5
Skewness	6.350376335
Sum	2723946839
Variance	6.706882117 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17333	31.1%
145	182	0.3%
2020	152	0.3%
2021	143	0.3%
153	129	0.2%
197	128	0.2%
228	120	0.2%
2	109	0.2%
154	108	0.2%
1	99	0.2%
Other values (13668)	37141	66.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17333	31.1%
1	99	0.2%
2	109	0.2%
3	63	0.1%
4	31	0.1%

Value	Count	Frequency (%)
1799999	6	< 0.1%
1799998	1	< 0.1%
1799997	1	< 0.1%
1799996	1	< 0.1%
1799995	2	< 0.1%

bidirectional_packets
Real number (ℝ)

Distinct	416
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.5332291

Minimum	1
Maximum	392213
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	6
Q3	7
95-th percentile	20
Maximum	392213
Range	392212
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2241.353415
Coefficient of variation (CV)	59.71650903
Kurtosis	19052.72779
Mean	37.5332291
Median Absolute Deviation (MAD)	3
Skewness	126.8738661
Sum	2088499
Variance	5023665.129
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	17221	30.9%
7	12272	22.1%
6	8756	15.7%
2	5377	9.7%
3	2392	4.3%
4	1664	3.0%
8	1168	2.1%
5	1121	2.0%
10	868	1.6%
9	627	1.1%
Other values (406)	4178	7.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	17221	30.9%
2	5377	9.7%
3	2392	4.3%
4	1664	3.0%
5	1121	2.0%

Value	Count	Frequency (%)
392213	1	< 0.1%
184518	2	< 0.1%
124890	2	< 0.1%
110611	2	< 0.1%
16236	2	< 0.1%

bidirectional_bytes
Real number (ℝ)

Distinct	2800
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24550.33709

Minimum	46
Maximum	424668890
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	46
5-th percentile	60
Q1	86
median	390
Q3	412
95-th percentile	3363
Maximum	424668890
Range	424668844
Interquartile range (IQR)	326

Descriptive statistics

Standard deviation	2251167.888
Coefficient of variation (CV)	91.69600725
Kurtosis	24013.43193
Mean	24550.33709
Median Absolute Deviation (MAD)	210
Skewness	141.7673512
Sum	1366078957
Variance	5.067756859 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	11495	20.7%
408	6186	11.1%
390	5545	10.0%
394	4870	8.8%
46	2383	4.3%
180	1626	2.9%
172	1203	2.2%
412	1041	1.9%
143	952	1.7%
474	680	1.2%
Other values (2790)	19663	35.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2383	4.3%
54	7	< 0.1%
55	96	0.2%
60	544	1.0%
62	77	0.1%

Value	Count	Frequency (%)
424668890	1	< 0.1%
148005382	2	< 0.1%
128190733	2	< 0.1%
110825666	2	< 0.1%
13090548	2	< 0.1%

src2dst_first_seen_ms
Real number (ℝ)

Distinct	48949
Distinct (%)	88.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.132581206 × 10¹²

Minimum	7392
Maximum	1.493732834 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	7392
5-th percentile	2082800.95
Q1	1.387315105 × 10¹²
median	1.475197757 × 10¹²
Q3	1.475238147 × 10¹²
95-th percentile	1.493731451 × 10¹²
Maximum	1.493732834 × 10¹²
Range	1.493732827 × 10¹²
Interquartile range (IQR)	8.792304229 × 10¹⁰

Descriptive statistics

Standard deviation	6.225266816 × 10¹¹
Coefficient of variation (CV)	0.5496530212
Kurtosis	-0.3886291472
Mean	1.132581206 × 10¹²
Median Absolute Deviation (MAD)	1.85290059 × 10¹⁰
Skewness	-1.266875661
Sum	6.302134863 × 10¹⁶
Variance	3.875394693 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.49373175 × 10¹²	24	< 0.1%
1.493730733 × 10¹²	19	< 0.1%
1.49373175 × 10¹²	17	< 0.1%
1.493731161 × 10¹²	17	< 0.1%
1.493730732 × 10¹²	16	< 0.1%
1.493728079 × 10¹²	15	< 0.1%
1.493729182 × 10¹²	15	< 0.1%
1.493728993 × 10¹²	14	< 0.1%
1.493730733 × 10¹²	14	< 0.1%
1.493731052 × 10¹²	14	< 0.1%
Other values (48939)	55479	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7392	1	< 0.1%
8122	1	< 0.1%
13159	1	< 0.1%
14160	1	< 0.1%
30507	1	< 0.1%

Value	Count	Frequency (%)
1.493732834 × 10¹²	1	< 0.1%
1.493732834 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	3	< 0.1%

src2dst_last_seen_ms
Real number (ℝ)

Distinct	50408
Distinct (%)	90.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.132581255 × 10¹²

Minimum	14160
Maximum	1.493732969 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	14160
5-th percentile	2095498.35
Q1	1.387315107 × 10¹²
median	1.475197871 × 10¹²
Q3	1.475238247 × 10¹²
95-th percentile	1.493731457 × 10¹²
Maximum	1.493732969 × 10¹²
Range	1.493732955 × 10¹²
Interquartile range (IQR)	8.792313951 × 10¹⁰

Descriptive statistics

Standard deviation	6.225266958 × 10¹¹
Coefficient of variation (CV)	0.54965301
Kurtosis	-0.3886291463
Mean	1.132581255 × 10¹²
Median Absolute Deviation (MAD)	1.852889568 × 10¹⁰
Skewness	-1.266875663
Sum	6.302135134 × 10¹⁶
Variance	3.87539487 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.387315073 × 10¹²	16	< 0.1%
1.493731028 × 10¹²	15	< 0.1%
1.493728087 × 10¹²	14	< 0.1%
1.493727256 × 10¹²	13	< 0.1%
1.493727967 × 10¹²	11	< 0.1%
1.387315713 × 10¹²	10	< 0.1%
1.387315523 × 10¹²	10	< 0.1%
1.493727074 × 10¹²	10	< 0.1%
1.387315663 × 10¹²	10	< 0.1%
1.387315238 × 10¹²	10	< 0.1%
Other values (50398)	55525	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14160	1	< 0.1%
15161	1	< 0.1%
20650	1	< 0.1%
40491	1	< 0.1%
40991	1	< 0.1%

Value	Count	Frequency (%)
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732897 × 10¹²	1	< 0.1%
1.493732894 × 10¹²	1	< 0.1%

src2dst_duration_ms
Real number (ℝ)

Distinct	13322
Distinct (%)	23.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48852.44017

Minimum	0
Maximum	1799999
Zeros	20436
Zeros (%)	36.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1008
Q3	6624
95-th percentile	118268
Maximum	1799999
Range	1799999
Interquartile range (IQR)	6624

Descriptive statistics

Standard deviation	258910.7837
Coefficient of variation (CV)	5.299853657
Kurtosis	39.1352123
Mean	48852.44017
Median Absolute Deviation (MAD)	1008
Skewness	6.35211545
Sum	2718345181
Variance	6.703479391 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20436	36.7%
2020	152	0.3%
2021	146	0.3%
1	96	0.2%
2022	96	0.2%
307	87	0.2%
18	85	0.2%
147	79	0.1%
2002	79	0.1%
308	79	0.1%
Other values (13312)	34309	61.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	20436	36.7%
1	96	0.2%
2	70	0.1%
3	42	0.1%
4	21	< 0.1%

Value	Count	Frequency (%)
1799999	6	< 0.1%
1799998	1	< 0.1%
1799997	1	< 0.1%
1799995	1	< 0.1%
1799993	1	< 0.1%

src2dst_packets
Real number (ℝ)

Distinct	297
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.817213

Minimum	1
Maximum	271835
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	4
95-th percentile	10
Maximum	271835
Range	271834
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1425.143914
Coefficient of variation (CV)	65.32199666
Kurtosis	25202.5196
Mean	21.817213
Median Absolute Deviation (MAD)	1
Skewness	146.4161178
Sum	1213997
Variance	2031035.177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	20330	36.5%
4	19703	35.4%
2	4639	8.3%
3	3695	6.6%
5	2075	3.7%
7	816	1.5%
6	599	1.1%
10	583	1.0%
8	355	0.6%
46	213	0.4%
Other values (287)	2636	4.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	20330	36.5%
2	4639	8.3%
3	3695	6.6%
4	19703	35.4%
5	2075	3.7%

Value	Count	Frequency (%)
271835	1	< 0.1%
97615	2	< 0.1%
91724	2	< 0.1%
36078	2	< 0.1%
9702	2	< 0.1%

src2dst_bytes
Real number (ℝ)

Distinct	2003
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18022.18511

Minimum	46
Maximum	383809522
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	46
5-th percentile	60
Q1	86
median	224
Q3	272
95-th percentile	1404.4
Maximum	383809522
Range	383809476
Interquartile range (IQR)	186

Descriptive statistics

Standard deviation	1966642.887
Coefficient of variation (CV)	109.1234429
Kurtosis	27529.75857
Mean	18022.18511
Median Absolute Deviation (MAD)	84
Skewness	154.8480015
Sum	1002826468
Variance	3.867684246 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	11495	20.7%
272	8424	15.1%
224	5543	10.0%
228	4872	8.8%
46	2383	4.3%
143	1828	3.3%
270	1484	2.7%
90	1431	2.6%
172	1210	2.2%
206	1021	1.8%
Other values (1993)	15953	28.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2383	4.3%
54	19	< 0.1%
55	96	0.2%
60	544	1.0%
62	77	0.1%

Value	Count	Frequency (%)
383809522	1	< 0.1%
146054307	2	< 0.1%
111505374	2	< 0.1%
12644847	2	< 0.1%
5898809	1	< 0.1%

dst2src_first_seen_ms
Real number (ℝ)

Distinct	29035
Distinct (%)	52.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.537989689 × 10¹¹

Minimum	0
Maximum	1.493732856 × 10¹²
Zeros	22660
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4993847
Q3	1.475220366 × 10¹²
95-th percentile	1.493731436 × 10¹²
Maximum	1.493732856 × 10¹²
Range	1.493732856 × 10¹²
Interquartile range (IQR)	1.475220366 × 10¹²

Descriptive statistics

Standard deviation	7.160724999 × 10¹¹
Coefficient of variation (CV)	1.293018839
Kurtosis	-1.72677539
Mean	5.537989689 × 10¹¹
Median Absolute Deviation (MAD)	4993847
Skewness	0.5207256649
Sum	3.081558983 × 10¹⁶
Variance	5.127598251 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22660	40.7%
3793598	8	< 0.1%
1.493728803 × 10¹²	7	< 0.1%
1.493726611 × 10¹²	7	< 0.1%
1.493731477 × 10¹²	7	< 0.1%
1.493731752 × 10¹²	7	< 0.1%
338249	7	< 0.1%
1.493729117 × 10¹²	7	< 0.1%
1.493727914 × 10¹²	7	< 0.1%
1.49372793 × 10¹²	6	< 0.1%
Other values (29025)	32921	59.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22660	40.7%
12401	1	< 0.1%
13159	1	< 0.1%
14160	1	< 0.1%
35521	1	< 0.1%

Value	Count	Frequency (%)
1.493732856 × 10¹²	1	< 0.1%
1.493732837 × 10¹²	1	< 0.1%
1.493732834 × 10¹²	1	< 0.1%
1.493732834 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%

dst2src_last_seen_ms
Real number (ℝ)

Distinct	28413
Distinct (%)	51.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.537990042 × 10¹¹

Minimum	0
Maximum	1.493732969 × 10¹²
Zeros	22660
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5008489
Q3	1.475220459 × 10¹²
95-th percentile	1.49373144 × 10¹²
Maximum	1.493732969 × 10¹²
Range	1.493732969 × 10¹²
Interquartile range (IQR)	1.475220459 × 10¹²

Descriptive statistics

Standard deviation	7.160725357 × 10¹¹
Coefficient of variation (CV)	1.293018821
Kurtosis	-1.726775396
Mean	5.537990042 × 10¹¹
Median Absolute Deviation (MAD)	5008489
Skewness	0.5207256624
Sum	3.081559179 × 10¹⁶
Variance	5.127598764 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22660	40.7%
1.493731028 × 10¹²	15	< 0.1%
1.493727074 × 10¹²	9	< 0.1%
13569002	9	< 0.1%
393486	8	< 0.1%
269212	8	< 0.1%
7618218	8	< 0.1%
1.49373074 × 10¹²	7	< 0.1%
1.493728071 × 10¹²	7	< 0.1%
3614855	7	< 0.1%
Other values (28403)	32906	59.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22660	40.7%
14160	1	< 0.1%
15161	1	< 0.1%
56256	1	< 0.1%
56905	1	< 0.1%

Value	Count	Frequency (%)
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732897 × 10¹²	1	< 0.1%
1.493732894 × 10¹²	1	< 0.1%

dst2src_duration_ms
Real number (ℝ)

Distinct	10691
Distinct (%)	19.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35296.84643

Minimum	0
Maximum	1799978
Zeros	27306
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	20
Q3	5862
95-th percentile	13303.85
Maximum	1799978
Range	1799978
Interquartile range (IQR)	5862

Descriptive statistics

Standard deviation	229174.8218
Coefficient of variation (CV)	6.492784625
Kurtosis	51.7430403
Mean	35296.84643
Median Absolute Deviation (MAD)	20
Skewness	7.286189987
Sum	1964057723
Variance	5.252109897 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27306	49.1%
155	95	0.2%
18	88	0.2%
146	85	0.2%
2002	83	0.1%
156	82	0.1%
147	79	0.1%
148	77	0.1%
1008	76	0.1%
157	70	0.1%
Other values (10681)	27603	49.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	27306	49.1%
1	18	< 0.1%
2	4	< 0.1%
3	58	0.1%
4	23	< 0.1%

Value	Count	Frequency (%)
1799978	1	< 0.1%
1799966	1	< 0.1%
1799918	1	< 0.1%
1799917	1	< 0.1%
1799884	1	< 0.1%

dst2src_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	303
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.7160161

Minimum	0
Maximum	120378
Zeros	22660
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	8
Maximum	120378
Range	120378
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	896.4395807
Coefficient of variation (CV)	57.03987415
Kurtosis	11710.12078
Mean	15.7160161
Median Absolute Deviation (MAD)	2
Skewness	105.0447769
Sum	874502
Variance	803603.9218
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22660	40.7%
3	14205	25.5%
2	8888	16.0%
1	4623	8.3%
5	895	1.6%
4	838	1.5%
10	525	0.9%
6	301	0.5%
7	285	0.5%
8	209	0.4%
Other values (293)	2215	4.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22660	40.7%
1	4623	8.3%
2	8888	16.0%
3	14205	25.5%
4	838	1.5%

Value	Count	Frequency (%)
120378	1	< 0.1%
92794	2	< 0.1%
74533	2	< 0.1%
27275	2	< 0.1%
6534	2	< 0.1%

dst2src_bytes
Real number (ℝ)

SKEWED ZEROS

Distinct	2113
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6528.151984

Minimum	0
Maximum	108240611
Zeros	22660
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	136
Q3	166
95-th percentile	980
Maximum	108240611
Range	108240611
Interquartile range (IQR)	166

Descriptive statistics

Standard deviation	679410.274
Coefficient of variation (CV)	104.0739057
Kurtosis	23397.31508
Mean	6528.151984
Median Absolute Deviation (MAD)	136
Skewness	149.7628469
Sum	363252489
Variance	4.615983205 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22660	40.7%
166	11115	20.0%
136	6920	12.4%
90	1470	2.6%
140	960	1.7%
202	790	1.4%
58	745	1.3%
206	725	1.3%
270	710	1.3%
490	563	1.0%
Other values (2103)	8986	16.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22660	40.7%
54	389	0.7%
58	745	1.3%
62	1	< 0.1%
66	165	0.3%

Value	Count	Frequency (%)
108240611	2	< 0.1%
40859368	1	< 0.1%
16685359	2	< 0.1%
2108308	1	< 0.1%
1951075	2	< 0.1%

bidirectional_min_ps
Real number (ℝ)

Distinct	107
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.53624829

Minimum	43
Maximum	590
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	43
5-th percentile	54
Q1	54
median	66
Q3	86
95-th percentile	148
Maximum	590
Range	547
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	56.13641051
Coefficient of variation (CV)	0.6720006184
Kurtosis	17.50651447
Mean	83.53624829
Median Absolute Deviation (MAD)	12
Skewness	4.013026206
Sum	4648291
Variance	3151.296585
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	14455	26.0%
66	12958	23.3%
86	12755	22.9%
90	3083	5.5%
46	2513	4.5%
143	1948	3.5%
98	1451	2.6%
350	776	1.4%
60	617	1.1%
163	594	1.1%
Other values (97)	4494	8.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
43	48	0.1%
46	2513	4.5%
54	14455	26.0%
55	96	0.2%
56	1	< 0.1%

Value	Count	Frequency (%)
590	11	< 0.1%
512	1	< 0.1%
506	1	< 0.1%
467	1	< 0.1%
453	23	< 0.1%

bidirectional_mean_ps
Real number (ℝ)

Distinct	2885
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.98410805

Minimum	46
Maximum	1185.085932
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	46
5-th percentile	55.71428571
Q1	58
median	69
Q3	86
95-th percentile	305
Maximum	1185.085932
Range	1139.085932
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	86.53136174
Coefficient of variation (CV)	0.8831162875
Kurtosis	26.72274289
Mean	97.98410805
Median Absolute Deviation (MAD)	17
Skewness	4.456871379
Sum	5452227.709
Variance	7487.676564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	12702	22.8%
68	6463	11.6%
55.71428571	5543	10.0%
56.28571429	4870	8.8%
90	3283	5.9%
46	2513	4.5%
98	1449	2.6%
68.66666667	1055	1.9%
66	1000	1.8%
143	978	1.8%
Other values (2875)	15788	28.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2513	4.5%
54	75	0.1%
54.5	48	0.1%
55	96	0.2%
55.33333333	1	< 0.1%

Value	Count	Frequency (%)
1185.085932	2	< 0.1%
1161.603687	1	< 0.1%
1131.268695	1	< 0.1%
1098.677815	1	< 0.1%
1082.750674	1	< 0.1%

bidirectional_stddev_ps
Real number (ℝ)

Distinct	3058
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.34956728

Minimum	0
Maximum	728.1035406
Zeros	26514
Zeros (%)	47.6%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.14718317
Q3	3.829708431
95-th percentile	123.0365799
Maximum	728.1035406
Range	728.1035406
Interquartile range (IQR)	3.829708431

Descriptive statistics

Standard deviation	89.24363012
Coefficient of variation (CV)	4.180114236
Kurtosis	34.17972339
Mean	21.34956728
Median Absolute Deviation (MAD)	3.14718317
Skewness	5.729789725
Sum	1187975.322
Variance	7964.425517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26514	47.6%
3.346640106	6184	11.1%
3.14718317	5543	10.0%
4.535573676	4870	8.8%
4.131182236	962	1.7%
3.14718317	676	1.2%
4	588	1.1%
3.577708764	548	1.0%
3.664501525	548	1.0%
123.0365799	498	0.9%
Other values (3048)	8713	15.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	26514	47.6%
0.5006958946	40	0.1%
0.5007199428	2	< 0.1%
0.5007283325	2	< 0.1%
0.5007326011	1	< 0.1%

Value	Count	Frequency (%)
728.1035406	1	< 0.1%
723.849159	1	< 0.1%
723.6323307	1	< 0.1%
722.2813896	1	< 0.1%
721.0381235	1	< 0.1%

bidirectional_max_ps
Real number (ℝ)

Distinct	598
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.3692581

Minimum	46
Maximum	1514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	46
5-th percentile	60
Q1	66
median	74
Q3	90
95-th percentile	381
Maximum	1514
Range	1468
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	238.5876851
Coefficient of variation (CV)	1.711910419
Kurtosis	24.2479928
Mean	139.3692581
Median Absolute Deviation (MAD)	12
Skewness	4.882020169
Sum	7755063
Variance	56924.08349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	12721	22.9%
74	11172	20.1%
62	7230	13.0%
66	5496	9.9%
90	3071	5.5%
46	2513	4.5%
98	1449	2.6%
1514	1189	2.1%
143	978	1.8%
350	957	1.7%
Other values (588)	8868	15.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2513	4.5%
54	75	0.1%
55	144	0.3%
60	616	1.1%
62	7230	13.0%

Value	Count	Frequency (%)
1514	1189	2.1%
1506	9	< 0.1%
1498	2	< 0.1%
1495	1	< 0.1%
1494	5	< 0.1%

src2dst_min_ps
Real number (ℝ)

Distinct	108
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.90978362

Minimum	43
Maximum	994
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	43
5-th percentile	54
Q1	54
median	66
Q3	86
95-th percentile	148
Maximum	994
Range	951
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	56.14891925
Coefficient of variation (CV)	0.6691581937
Kurtosis	18.56634674
Mean	83.90978362
Median Absolute Deviation (MAD)	12
Skewness	4.063496781
Sum	4669076
Variance	3152.701132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66	13658	24.5%
54	13233	23.8%
86	12764	22.9%
90	3083	5.5%
46	2513	4.5%
143	1948	3.5%
98	1447	2.6%
350	776	1.4%
74	682	1.2%
60	664	1.2%
Other values (98)	4876	8.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
43	48	0.1%
46	2513	4.5%
54	13233	23.8%
55	144	0.3%
58	2	< 0.1%

Value	Count	Frequency (%)
994	1	< 0.1%
590	11	< 0.1%
512	1	< 0.1%
467	1	< 0.1%
453	23	< 0.1%

src2dst_mean_ps
Real number (ℝ)

Distinct	2036
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.41309273

Minimum	46
Maximum	1496.22811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	46
5-th percentile	56
Q1	58
median	69
Q3	86
95-th percentile	188.6589744
Maximum	1496.22811
Range	1450.22811
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	83.44878392
Coefficient of variation (CV)	0.8933307044
Kurtosis	63.05069874
Mean	93.41309273
Median Absolute Deviation (MAD)	17
Skewness	6.473124106
Sum	5197878.132
Variance	6963.699538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	12709	22.8%
68	8811	15.8%
56	5543	10.0%
57	4870	8.8%
90	3081	5.5%
46	2513	4.5%
143	1944	3.5%
98	1449	2.6%
68.66666667	1041	1.9%
350	776	1.4%
Other values (2026)	12907	23.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2513	4.5%
54	75	0.1%
55	144	0.3%
55.6	1	< 0.1%
56	5543	10.0%

Value	Count	Frequency (%)
1496.22811	2	< 0.1%
1456.585366	1	< 0.1%
1433.402062	1	< 0.1%
1432.439153	1	< 0.1%
1411.920915	1	< 0.1%

src2dst_stddev_ps
Real number (ℝ)

Distinct	2131
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.13110445

Minimum	0
Maximum	1018.233765
Zeros	28515
Zeros (%)	51.2%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	26.31349464
Maximum	1018.233765
Range	1018.233765
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	68.01111404
Coefficient of variation (CV)	5.179390225
Kurtosis	64.67002064
Mean	13.13110445
Median Absolute Deviation (MAD)	0
Skewness	7.801309051
Sum	730667.1761
Variance	4625.511633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	28515	51.2%
4	8408	15.1%
4	5543	10.0%
6	4871	8.8%
4.618802154	1021	1.8%
5.656854249	734	1.3%
3.577708764	621	1.1%
4.38178046	551	1.0%
2.828427125	391	0.7%
74.95331881	328	0.6%
Other values (2121)	4661	8.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28515	51.2%
0.5913770168	1	< 0.1%
0.6859943406	1	< 0.1%
0.7302967433	1	< 0.1%
0.755928946	1	< 0.1%

Value	Count	Frequency (%)
1018.233765	1	< 0.1%
747.5126755	1	< 0.1%
734.7095987	1	< 0.1%
730.2897446	1	< 0.1%
729.1732598	1	< 0.1%

src2dst_max_ps
Real number (ℝ)

Distinct	623
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117.6560456

Minimum	46
Maximum	1514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	46
5-th percentile	60
Q1	66
median	74
Q3	86
95-th percentile	350
Maximum	1514
Range	1468
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	181.563285
Coefficient of variation (CV)	1.543170044
Kurtosis	42.66857268
Mean	117.6560456
Median Absolute Deviation (MAD)	12
Skewness	6.270673132
Sum	6546853
Variance	32965.22646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	12718	22.9%
74	11810	21.2%
62	7237	13.0%
66	5512	9.9%
90	3071	5.5%
46	2513	4.5%
143	1962	3.5%
98	1446	2.6%
70	1104	2.0%
350	835	1.5%
Other values (613)	7436	13.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2513	4.5%
54	75	0.1%
55	144	0.3%
60	616	1.1%
62	7237	13.0%

Value	Count	Frequency (%)
1514	610	1.1%
1506	5	< 0.1%
1498	1	< 0.1%
1495	1	< 0.1%
1494	2	< 0.1%

dst2src_min_ps
Real number (ℝ)

Distinct	50
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.00436705

Minimum	0
Maximum	506
Zeros	22660
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	54
Q3	66
95-th percentile	98
Maximum	506
Range	506
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	55.25907989
Coefficient of variation (CV)	1.227860395
Kurtosis	13.22416887
Mean	45.00436705
Median Absolute Deviation (MAD)	36
Skewness	2.985153588
Sum	2504223
Variance	3053.56591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22660	40.7%
54	13009	23.4%
66	12769	22.9%
90	2385	4.3%
98	1357	2.4%
58	747	1.3%
317	590	1.1%
135	316	0.6%
327	232	0.4%
102	219	0.4%
Other values (40)	1360	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22660	40.7%
43	48	0.1%
54	13009	23.4%
56	1	< 0.1%
58	747	1.3%

Value	Count	Frequency (%)
506	1	< 0.1%
452	2	< 0.1%
396	2	< 0.1%
381	2	< 0.1%
375	2	< 0.1%

dst2src_mean_ps
Real number (ℝ)

Distinct	2193
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.85331819

Minimum	0
Maximum	1482.047328
Zeros	22660
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	55.33333333
Q3	68
95-th percentile	162.815942
Maximum	1482.047328
Range	1482.047328
Interquartile range (IQR)	68

Descriptive statistics

Standard deviation	106.1382465
Coefficient of variation (CV)	1.834609489
Kurtosis	60.49133973
Mean	57.85331819
Median Absolute Deviation (MAD)	42.66666667
Skewness	6.544273534
Sum	3219190.037
Variance	11265.32737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22660	40.7%
55.33333333	11115	20.0%
68	7022	12.6%
90	2386	4.3%
98	1354	2.4%
66	1249	2.2%
70	1157	2.1%
67.33333333	790	1.4%
58	750	1.3%
68.66666667	729	1.3%
Other values (2183)	6432	11.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22660	40.7%
54	445	0.8%
54.72727273	1	< 0.1%
54.8	4	< 0.1%
54.85714286	1	< 0.1%

Value	Count	Frequency (%)
1482.047328	1	< 0.1%
1479.712963	1	< 0.1%
1472.297143	1	< 0.1%
1469.846154	1	< 0.1%
1464.574627	1	< 0.1%

dst2src_stddev_ps
Real number (ℝ)

Distinct	2218
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.87152379

Minimum	0
Maximum	745.4010106
Zeros	31430
Zeros (%)	56.5%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2.309401077
95-th percentile	8.318631763
Maximum	745.4010106
Range	745.4010106
Interquartile range (IQR)	2.309401077

Descriptive statistics

Standard deviation	79.00774116
Coefficient of variation (CV)	5.312686333
Kurtosis	45.70568755
Mean	14.87152379
Median Absolute Deviation (MAD)	0
Skewness	6.637857802
Sum	827511.0695
Variance	6242.223164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31430	56.5%
2.309401077	11115	20.0%
2.828427125	6923	12.4%
5.656854249	947	1.7%
2.309401077	790	1.4%
2.309401077	486	0.9%
6.92820323	421	0.8%
4.618802154	296	0.5%
10.50714043	112	0.2%
308.5546924	70	0.1%
Other values (2208)	3054	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31430	56.5%
0.7612788284	1	< 0.1%
0.8866830869	1	< 0.1%
0.8866830869	1	< 0.1%
0.9428090416	1	< 0.1%

Value	Count	Frequency (%)
745.4010106	1	< 0.1%
741.9907585	1	< 0.1%
733.5978917	1	< 0.1%
730.9474445	1	< 0.1%
728.6032702	1	< 0.1%

dst2src_max_ps
Real number (ℝ)

Distinct	552
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	84.10178995

Minimum	0
Maximum	1514
Zeros	22660
Zeros (%)	40.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	58
Q3	70
95-th percentile	317
Maximum	1514
Range	1514
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	216.6621086
Coefficient of variation (CV)	2.576189029
Kurtosis	31.67421842
Mean	84.10178995
Median Absolute Deviation (MAD)	40
Skewness	5.489350284
Sum	4679760
Variance	46942.4693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22660	40.7%
58	11895	21.4%
70	9097	16.3%
90	2385	4.3%
74	1422	2.6%
98	1353	2.4%
66	1261	2.3%
1514	828	1.5%
317	596	1.1%
54	445	0.8%
Other values (542)	3702	6.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22660	40.7%
54	445	0.8%
58	11895	21.4%
60	3	< 0.1%
61	27	< 0.1%

Value	Count	Frequency (%)
1514	828	1.5%
1506	4	< 0.1%
1500	1	< 0.1%
1498	1	< 0.1%
1494	5	< 0.1%

bidirectional_min_piat_ms
Real number (ℝ)

Distinct	2089
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3301.627435

Minimum	0
Maximum	119989
Zeros	31630
Zeros (%)	56.8%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	1010
Maximum	119989
Range	119989
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	18813.92058
Coefficient of variation (CV)	5.698377831
Kurtosis	32.75683235
Mean	3301.627435
Median Absolute Deviation (MAD)	0
Skewness	5.861047019
Sum	183715757
Variance	353963607.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31630	56.8%
1	9473	17.0%
2	2494	4.5%
3	598	1.1%
307	312	0.6%
1010	302	0.5%
209	196	0.4%
102	185	0.3%
4	182	0.3%
145	176	0.3%
Other values (2079)	10096	18.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31630	56.8%
1	9473	17.0%
2	2494	4.5%
3	598	1.1%
4	182	0.3%

Value	Count	Frequency (%)
119989	2	< 0.1%
119988	2	< 0.1%
119987	1	< 0.1%
119985	1	< 0.1%
119980	3	< 0.1%

bidirectional_mean_piat_ms
Real number (ℝ)

Distinct	19738
Distinct (%)	35.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4338.263962

Minimum	0
Maximum	119989
Zeros	17333
Zeros (%)	31.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	220.225
Q3	1165.2
95-th percentile	11216.85833
Maximum	119989
Range	119989
Interquartile range (IQR)	1165.2

Descriptive statistics

Standard deviation	19008.09375
Coefficient of variation (CV)	4.38149774
Kurtosis	30.26641043
Mean	4338.263962
Median Absolute Deviation (MAD)	220.225
Skewness	5.587051151
Sum	241398359.9
Variance	361307627.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17333	31.1%
145	178	0.3%
1010	156	0.3%
2	153	0.3%
1010.5	148	0.3%
153	129	0.2%
197	127	0.2%
228	117	0.2%
154	107	0.2%
1	101	0.2%
Other values (19728)	37095	66.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17333	31.1%
1	101	0.2%
1.333333333	1	< 0.1%
1.5	1	< 0.1%
1.555555556	1	< 0.1%

Value	Count	Frequency (%)
119989	2	< 0.1%
119988	2	< 0.1%
119987	1	< 0.1%
119985	1	< 0.1%
119980	3	< 0.1%

bidirectional_stddev_piat_ms
Real number (ℝ)

Distinct	29333
Distinct (%)	52.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1720.266878

Minimum	0
Maximum	81606.48651
Zeros	22748
Zeros (%)	40.9%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	100.089348
Q3	2431.694423
95-th percentile	5111.675038
Maximum	81606.48651
Range	81606.48651
Interquartile range (IQR)	2431.694423

Descriptive statistics

Standard deviation	4444.033123
Coefficient of variation (CV)	2.583339354
Kurtosis	63.63261495
Mean	1720.266878
Median Absolute Deviation (MAD)	100.089348
Skewness	6.706940979
Sum	95722530.14
Variance	19749430.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22748	40.9%
0.7071067812	196	0.4%
1.414213562	132	0.2%
227.4760061	65	0.1%
2.121320344	59	0.1%
99.70205615	37	0.1%
101.1162697	37	0.1%
1	36	0.1%
2	32	0.1%
2.828427125	28	0.1%
Other values (29323)	32274	58.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22748	40.9%
0.3333333333	2	< 0.1%
0.4409585518	4	< 0.1%
0.5	2	< 0.1%
0.5773502692	15	< 0.1%

Value	Count	Frequency (%)
81606.48651	1	< 0.1%
79552.34131	1	< 0.1%
79453.34636	1	< 0.1%
78082.97342	1	< 0.1%
76653.20351	1	< 0.1%

bidirectional_max_piat_ms
Real number (ℝ)

Distinct	11116
Distinct (%)	20.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7554.005086

Minimum	0
Maximum	119989
Zeros	17333
Zeros (%)	31.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	576
Q3	6045
95-th percentile	39234.7
Maximum	119989
Range	119989
Interquartile range (IQR)	6045

Descriptive statistics

Standard deviation	21167.29955
Coefficient of variation (CV)	2.802129375
Kurtosis	18.64241727
Mean	7554.005086
Median Absolute Deviation (MAD)	576
Skewness	4.333924326
Sum	420335059
Variance	448054570.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17333	31.1%
144	834	1.5%
1011	258	0.5%
145	246	0.4%
1012	220	0.4%
143	204	0.4%
106	202	0.4%
1010	176	0.3%
5	159	0.3%
1013	157	0.3%
Other values (11106)	35855	64.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17333	31.1%
1	99	0.2%
2	116	0.2%
3	142	0.3%
4	103	0.2%

Value	Count	Frequency (%)
119989	2	< 0.1%
119988	2	< 0.1%
119987	1	< 0.1%
119985	1	< 0.1%
119980	3	< 0.1%

src2dst_min_piat_ms
Real number (ℝ)

Distinct	3718
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3831.96828

Minimum	0
Maximum	119989
Zeros	23044
Zeros (%)	41.4%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	7
Q3	81
95-th percentile	3656
Maximum	119989
Range	119989
Interquartile range (IQR)	81

Descriptive statistics

Standard deviation	19220.71147
Coefficient of variation (CV)	5.015884804
Kurtosis	29.6339728
Mean	3831.96828
Median Absolute Deviation (MAD)	7
Skewness	5.539754975
Sum	213226043
Variance	369435749.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23044	41.4%
3	1117	2.0%
10	1110	2.0%
9	1100	2.0%
11	1002	1.8%
12	964	1.7%
8	915	1.6%
13	896	1.6%
4	816	1.5%
1	813	1.5%
Other values (3708)	23867	42.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23044	41.4%
1	813	1.5%
2	535	1.0%
3	1117	2.0%
4	816	1.5%

Value	Count	Frequency (%)
119989	2	< 0.1%
119988	2	< 0.1%
119987	1	< 0.1%
119985	1	< 0.1%
119980	3	< 0.1%

src2dst_mean_piat_ms
Real number (ℝ)

Distinct	16482
Distinct (%)	29.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5137.347282

Minimum	0
Maximum	119989
Zeros	20436
Zeros (%)	36.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	318
Q3	2191.333333
95-th percentile	14766.62708
Maximum	119989
Range	119989
Interquartile range (IQR)	2191.333333

Descriptive statistics

Standard deviation	19468.3303
Coefficient of variation (CV)	3.789568668
Kurtosis	26.88461607
Mean	5137.347282
Median Absolute Deviation (MAD)	318
Skewness	5.23608291
Sum	285862552.2
Variance	379015884.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20436	36.7%
1010	156	0.3%
1010.5	146	0.3%
1011	107	0.2%
1001	105	0.2%
104	99	0.2%
1	97	0.2%
105	88	0.2%
103	81	0.1%
102.3333333	80	0.1%
Other values (16472)	34249	61.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	20436	36.7%
1	97	0.2%
1.5	1	< 0.1%
2	69	0.1%
2.5	1	< 0.1%

Value	Count	Frequency (%)
119989	2	< 0.1%
119988	2	< 0.1%
119987	1	< 0.1%
119985	1	< 0.1%
119980	3	< 0.1%

src2dst_stddev_piat_ms
Real number (ℝ)

Distinct	25508
Distinct (%)	45.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1826.243764

Minimum	0
Maximum	84221.36739
Zeros	25299
Zeros (%)	45.5%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.184210836
Q3	3136.769636
95-th percentile	6071.639639
Maximum	84221.36739
Range	84221.36739
Interquartile range (IQR)	3136.769636

Descriptive statistics

Standard deviation	4290.97776
Coefficient of variation (CV)	2.349619391
Kurtosis	71.21436227
Mean	1826.243764
Median Absolute Deviation (MAD)	6.184210836
Skewness	6.803252196
Sum	101619508
Variance	18412490.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25299	45.5%
0.7071067812	477	0.9%
1.414213562	317	0.6%
2.121320344	151	0.3%
2.828427125	94	0.2%
4.949747468	78	0.1%
4.242640687	66	0.1%
1	65	0.1%
3.535533906	57	0.1%
5.656854249	55	0.1%
Other values (25498)	28985	52.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	25299	45.5%
0.3333333333	1	< 0.1%
0.5	10	< 0.1%
0.5	36	0.1%
0.5773502692	15	< 0.1%

Value	Count	Frequency (%)
84221.36739	1	< 0.1%
84030.44856	1	< 0.1%
81436.78088	1	< 0.1%
79552.34131	1	< 0.1%
78082.97342	1	< 0.1%

src2dst_max_piat_ms
Real number (ℝ)

Distinct	11273
Distinct (%)	20.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7582.837503

Minimum	0
Maximum	120118
Zeros	20436
Zeros (%)	36.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	635
Q3	6063
95-th percentile	39429
Maximum	120118
Range	120118
Interquartile range (IQR)	6063

Descriptive statistics

Standard deviation	21178.26189
Coefficient of variation (CV)	2.792920445
Kurtosis	18.5965047
Mean	7582.837503
Median Absolute Deviation (MAD)	635
Skewness	4.328723769
Sum	421939410
Variance	448518776.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20436	36.7%
1011	227	0.4%
152	223	0.4%
106	187	0.3%
1010	157	0.3%
1001	156	0.3%
105	139	0.2%
1012	128	0.2%
6	120	0.2%
1002	118	0.2%
Other values (11263)	33753	60.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	20436	36.7%
1	96	0.2%
2	71	0.1%
3	42	0.1%
4	93	0.2%

Value	Count	Frequency (%)
120118	1	< 0.1%
119989	2	< 0.1%
119988	2	< 0.1%
119987	1	< 0.1%
119985	1	< 0.1%

dst2src_min_piat_ms
Real number (ℝ)

SKEWED ZEROS

Distinct	4347
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	989.813421

Minimum	0
Maximum	591145
Zeros	29976
Zeros (%)	53.9%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	140
95-th percentile	5530.85
Maximum	591145
Range	591145
Interquartile range (IQR)	140

Descriptive statistics

Standard deviation	6501.834236
Coefficient of variation (CV)	6.568747299
Kurtosis	3042.373957
Mean	989.813421
Median Absolute Deviation (MAD)	0
Skewness	40.15911415
Sum	55077178
Variance	42273848.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29976	53.9%
8	762	1.4%
7	757	1.4%
6	755	1.4%
9	720	1.3%
3	704	1.3%
10	689	1.2%
5	621	1.1%
4	589	1.1%
11	513	0.9%
Other values (4337)	19558	35.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29976	53.9%
1	484	0.9%
2	350	0.6%
3	704	1.3%
4	589	1.1%

Value	Count	Frequency (%)
591145	1	< 0.1%
590885	1	< 0.1%
472686	1	< 0.1%
236338	1	< 0.1%
197140	1	< 0.1%

dst2src_mean_piat_ms
Real number (ℝ)

SKEWED ZEROS

Distinct	12743
Distinct (%)	22.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2264.862158

Minimum	0
Maximum	591145
Zeros	27306
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4.75
Q3	3036
95-th percentile	6206
Maximum	591145
Range	591145
Interquartile range (IQR)	3036

Descriptive statistics

Standard deviation	9662.316196
Coefficient of variation (CV)	4.266182894
Kurtosis	1186.463289
Mean	2264.862158
Median Absolute Deviation (MAD)	4.75
Skewness	27.27918207
Sum	126025989.9
Variance	93360354.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27306	49.1%
1001	109	0.2%
155	91	0.2%
146	85	0.2%
4.5	82	0.1%
156	82	0.1%
1008	79	0.1%
147	79	0.1%
148	76	0.1%
1000	73	0.1%
Other values (12733)	27582	49.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	27306	49.1%
0.3333333333	1	< 0.1%
0.375	1	< 0.1%
0.5	1	< 0.1%
1	17	< 0.1%

Value	Count	Frequency (%)
591145	1	< 0.1%
590885	1	< 0.1%
499291.6667	1	< 0.1%
472691.3333	1	< 0.1%
472686	1	< 0.1%

dst2src_stddev_piat_ms
Real number (ℝ)

SKEWED ZEROS

Distinct	11349
Distinct (%)	20.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1629.115748

Minimum	0
Maximum	484430.9371
Zeros	36326
Zeros (%)	65.3%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1250.150472
95-th percentile	6572.557531
Maximum	484430.9371
Range	484430.9371
Interquartile range (IQR)	1250.150472

Descriptive statistics

Standard deviation	6420.478129
Coefficient of variation (CV)	3.941081619
Kurtosis	1438.226065
Mean	1629.115748
Median Absolute Deviation (MAD)	0
Skewness	29.81418431
Sum	90650516.66
Variance	41222539.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36326	65.3%
0.7071067812	297	0.5%
1.414213562	168	0.3%
2.121320344	95	0.2%
2.828427125	68	0.1%
3.535533906	61	0.1%
5.656854249	59	0.1%
4.242640687	57	0.1%
1	42	0.1%
4.949747468	40	0.1%
Other values (11339)	18431	33.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	36326	65.3%
0.3333333333	1	< 0.1%
0.4409585518	1	< 0.1%
0.5	11	< 0.1%
0.5	35	0.1%

Value	Count	Frequency (%)
484430.9371	1	< 0.1%
371016.5817	1	< 0.1%
306327.4519	1	< 0.1%
297417.4973	1	< 0.1%
279738.4932	1	< 0.1%

dst2src_max_piat_ms
Real number (ℝ)

SKEWED ZEROS

Distinct	9276
Distinct (%)	16.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3908.005733

Minimum	0
Maximum	985470
Zeros	27306
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	7
Q3	5696
95-th percentile	10374
Maximum	985470
Range	985470
Interquartile range (IQR)	5696

Descriptive statistics

Standard deviation	17174.88244
Coefficient of variation (CV)	4.394794586
Kurtosis	972.9326606
Mean	3908.005733
Median Absolute Deviation (MAD)	7
Skewness	25.8585379
Sum	217457071
Variance	294976586.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27306	49.1%
1001	159	0.3%
6	133	0.2%
1002	118	0.2%
7	117	0.2%
8	107	0.2%
4	103	0.2%
155	97	0.2%
5	95	0.2%
1008	94	0.2%
Other values (9266)	27315	49.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	27306	49.1%
1	20	< 0.1%
2	4	< 0.1%
3	57	0.1%
4	103	0.2%

Value	Count	Frequency (%)
985470	1	< 0.1%
866811	1	< 0.1%
749271	1	< 0.1%
748722	1	< 0.1%
748452	1	< 0.1%

bidirectional_syn_packets
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9965494932

Minimum	0
Maximum	9
Zeros	29139
Zeros (%)	52.4%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	2
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.12287466
Coefficient of variation (CV)	1.126762561
Kurtosis	1.112630863
Mean	0.9965494932
Median Absolute Deviation (MAD)	0
Skewness	0.7836012248
Sum	55452
Variance	1.260847501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	29139	52.4%
2	22549	40.5%
3	2068	3.7%
1	1328	2.4%
4	323	0.6%
7	101	0.2%
5	56	0.1%
6	49	0.1%
8	30	0.1%
9	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29139	52.4%
1	1328	2.4%
2	22549	40.5%
3	2068	3.7%
4	323	0.6%

Value	Count	Frequency (%)
9	1	< 0.1%
8	30	0.1%
7	101	0.2%
6	49	0.1%
5	56	0.1%

bidirectional_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

bidirectional_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

bidirectional_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

bidirectional_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	397
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.43738768

Minimum	0
Maximum	392213
Zeros	28206
Zeros (%)	50.7%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	9
Maximum	392213
Range	392213
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	1948.756146
Coefficient of variation (CV)	71.02557169
Kurtosis	30458.89427
Mean	27.43738768
Median Absolute Deviation (MAD)	0
Skewness	162.5517499
Sum	1526726
Variance	3797650.515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	28206	50.7%
6	12542	22.5%
5	7746	13.9%
1	1380	2.5%
4	1113	2.0%
7	672	1.2%
3	539	1.0%
8	258	0.5%
9	226	0.4%
2	183	0.3%
Other values (387)	2779	5.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28206	50.7%
1	1380	2.5%
2	183	0.3%
3	539	1.0%
4	1113	2.0%

Value	Count	Frequency (%)
392213	1	< 0.1%
124890	2	< 0.1%
110611	2	< 0.1%
16236	2	< 0.1%
11957	1	< 0.1%

bidirectional_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	230
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.509506865

Minimum	0
Maximum	31175
Zeros	52108
Zeros (%)	93.6%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	31175
Range	31175
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	156.1428125
Coefficient of variation (CV)	34.6252522
Kurtosis	28675.93741
Mean	4.509506865
Median Absolute Deviation (MAD)	0
Skewness	148.6404399
Sum	250927
Variance	24380.5779
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	52108	93.6%
2	726	1.3%
1	383	0.7%
3	306	0.5%
4	268	0.5%
10	195	0.4%
5	169	0.3%
6	129	0.2%
12	127	0.2%
8	113	0.2%
Other values (220)	1120	2.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	52108	93.6%
1	383	0.7%
2	726	1.3%
3	306	0.5%
4	268	0.5%

Value	Count	Frequency (%)
31175	1	< 0.1%
5608	1	< 0.1%
4857	2	< 0.1%
3966	1	< 0.1%
3917	1	< 0.1%

bidirectional_rst_packets
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06225289339

Minimum	0
Maximum	10
Zeros	52996
Zeros (%)	95.2%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3295322209
Coefficient of variation (CV)	5.293444255
Kurtosis	120.1637512
Mean	0.06225289339
Median Absolute Deviation (MAD)	0
Skewness	8.615484125
Sum	3464
Variance	0.1085914846
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	52996	95.2%
1	2179	3.9%
2	228	0.4%
3	192	0.3%
4	26	< 0.1%
5	9	< 0.1%
6	5	< 0.1%
9	3	< 0.1%
7	3	< 0.1%
8	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	52996	95.2%
1	2179	3.9%
2	228	0.4%
3	192	0.3%
4	26	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	3	< 0.1%
8	2	< 0.1%
7	3	< 0.1%
6	5	< 0.1%

bidirectional_fin_packets
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8923513766

Minimum	0
Maximum	9
Zeros	31103
Zeros (%)	55.9%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	2
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.041534378
Coefficient of variation (CV)	1.167179661
Kurtosis	0.3224576802
Mean	0.8923513766
Median Absolute Deviation (MAD)	0
Skewness	0.6365096491
Sum	49654
Variance	1.08479386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	31103	55.9%
2	22771	40.9%
1	829	1.5%
3	727	1.3%
4	118	0.2%
5	34	0.1%
8	26	< 0.1%
6	16	< 0.1%
7	12	< 0.1%
9	8	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31103	55.9%
1	829	1.5%
2	22771	40.9%
3	727	1.3%
4	118	0.2%

Value	Count	Frequency (%)
9	8	< 0.1%
8	26	< 0.1%
7	12	< 0.1%
6	16	< 0.1%
5	34	0.1%

src2dst_syn_packets
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5358169794

Minimum	0
Maximum	7
Zeros	29139
Zeros (%)	52.4%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6864484066
Coefficient of variation (CV)	1.281124774
Kurtosis	18.80876879
Mean	0.5358169794
Median Absolute Deviation (MAD)	0
Skewness	2.766697124
Sum	29815
Variance	0.4712114149
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	29139	52.4%
1	24605	44.2%
2	1170	2.1%
3	492	0.9%
7	103	0.2%
5	55	0.1%
4	41	0.1%
6	39	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29139	52.4%
1	24605	44.2%
2	1170	2.1%
3	492	0.9%
4	41	0.1%

Value	Count	Frequency (%)
7	103	0.2%
6	39	0.1%
5	55	0.1%
4	41	0.1%
3	492	0.9%

src2dst_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

src2dst_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

src2dst_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

src2dst_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	280
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.80407591

Minimum	0
Maximum	271835
Zeros	29610
Zeros (%)	53.2%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	5
Maximum	271835
Range	271835
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1314.011656
Coefficient of variation (CV)	83.14384615
Kurtosis	34024.04153
Mean	15.80407591
Median Absolute Deviation (MAD)	0
Skewness	174.5861689
Sum	879402
Variance	1726626.632
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29610	53.2%
3	20031	36.0%
2	2073	3.7%
4	830	1.5%
1	296	0.5%
5	257	0.5%
9	251	0.5%
7	229	0.4%
8	164	0.3%
6	155	0.3%
Other values (270)	1748	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29610	53.2%
1	296	0.5%
2	2073	3.7%
3	20031	36.0%
4	830	1.5%

Value	Count	Frequency (%)
271835	1	< 0.1%
97615	2	< 0.1%
36078	2	< 0.1%
9702	2	< 0.1%
5875	1	< 0.1%

src2dst_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	143
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.901067501

Minimum	0
Maximum	6653
Zeros	52749
Zeros (%)	94.8%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6653
Range	6653
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	55.65368298
Coefficient of variation (CV)	29.27496418
Kurtosis	5280.311151
Mean	1.901067501
Median Absolute Deviation (MAD)	0
Skewness	63.14445639
Sum	105783
Variance	3097.33243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	52749	94.8%
1	985	1.8%
2	366	0.7%
3	293	0.5%
5	177	0.3%
8	148	0.3%
4	137	0.2%
30	63	0.1%
7	47	0.1%
10	36	0.1%
Other values (133)	643	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	52749	94.8%
1	985	1.8%
2	366	0.7%
3	293	0.5%
4	137	0.2%

Value	Count	Frequency (%)
6653	1	< 0.1%
3861	1	< 0.1%
3363	1	< 0.1%
3177	1	< 0.1%
2903	1	< 0.1%

src2dst_rst_packets
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03500826684

Minimum	0
Maximum	10
Zeros	54150
Zeros (%)	97.3%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.250076059
Coefficient of variation (CV)	7.143343031
Kurtosis	223.6568759
Mean	0.03500826684
Median Absolute Deviation (MAD)	0
Skewness	11.7723867
Sum	1948
Variance	0.06253803526
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	54150	97.3%
1	1248	2.2%
3	119	0.2%
2	99	0.2%
4	16	< 0.1%
6	4	< 0.1%
5	3	< 0.1%
8	2	< 0.1%
9	1	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	54150	97.3%
1	1248	2.2%
2	99	0.2%
3	119	0.2%
4	16	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	1	< 0.1%
8	2	< 0.1%
7	1	< 0.1%
6	4	< 0.1%

src2dst_fin_packets
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4381604486

Minimum	0
Maximum	9
Zeros	31806
Zeros (%)	57.2%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5446181409
Coefficient of variation (CV)	1.242965089
Kurtosis	25.21483767
Mean	0.4381604486
Median Absolute Deviation (MAD)	0
Skewness	2.224006618
Sum	24381
Variance	0.2966089194
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	31806	57.2%
1	23561	42.3%
2	213	0.4%
8	24	< 0.1%
3	18	< 0.1%
9	8	< 0.1%
5	5	< 0.1%
7	3	< 0.1%
4	3	< 0.1%
6	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31806	57.2%
1	23561	42.3%
2	213	0.4%
3	18	< 0.1%
4	3	< 0.1%

Value	Count	Frequency (%)
9	8	< 0.1%
8	24	< 0.1%
7	3	< 0.1%
6	3	< 0.1%
5	5	< 0.1%

dst2src_syn_packets
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4607325138

Minimum	0
Maximum	6
Zeros	31230
Zeros (%)	56.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5445684828
Coefficient of variation (CV)	1.181962346
Kurtosis	-0.06876162044
Mean	0.4607325138
Median Absolute Deviation (MAD)	0
Skewness	0.6860894241
Sum	25637
Variance	0.2965548325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	31230	56.1%
1	23300	41.9%
2	1008	1.8%
3	105	0.2%
6	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31230	56.1%
1	23300	41.9%
2	1008	1.8%
3	105	0.2%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
3	105	0.2%
2	1008	1.8%
1	23300	41.9%
0	31230	56.1%

dst2src_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

dst2src_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

dst2src_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	55644
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55644	100.0%

Value	Count	Frequency (%)
0	55644	100.0%

dst2src_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	291
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.63331177

Minimum	0
Maximum	120378
Zeros	28392
Zeros (%)	51.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	5
Maximum	120378
Range	120378
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	702.9223947
Coefficient of variation (CV)	60.4232405
Kurtosis	20073.47405
Mean	11.63331177
Median Absolute Deviation (MAD)	0
Skewness	135.2443851
Sum	647324
Variance	494099.893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	28392	51.0%
3	13471	24.2%
2	8516	15.3%
1	1827	3.3%
4	516	0.9%
5	280	0.5%
6	221	0.4%
10	216	0.4%
7	198	0.4%
8	172	0.3%
Other values (281)	1835	3.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28392	51.0%
1	1827	3.3%
2	8516	15.3%
3	13471	24.2%
4	516	0.9%

Value	Count	Frequency (%)
120378	1	< 0.1%
74533	2	< 0.1%
27275	2	< 0.1%
6534	2	< 0.1%
6082	1	< 0.1%

dst2src_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	156
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.608439365

Minimum	0
Maximum	24522
Zeros	52573
Zeros (%)	94.5%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	24522
Range	24522
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	120.0811748
Coefficient of variation (CV)	46.03563971
Kurtosis	31436.20825
Mean	2.608439365
Median Absolute Deviation (MAD)	0
Skewness	159.4011725
Sum	145144
Variance	14419.48854
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	52573	94.5%
1	716	1.3%
2	575	1.0%
4	292	0.5%
3	245	0.4%
5	199	0.4%
6	91	0.2%
30	64	0.1%
7	53	0.1%
8	49	0.1%
Other values (146)	787	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	52573	94.5%
1	716	1.3%
2	575	1.0%
3	245	0.4%
4	292	0.5%

Value	Count	Frequency (%)
24522	1	< 0.1%
5530	1	< 0.1%
3911	1	< 0.1%
3665	1	< 0.1%
3476	1	< 0.1%

dst2src_rst_packets
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02724462655

Minimum	0
Maximum	7
Zeros	54468
Zeros (%)	97.9%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2109750912
Coefficient of variation (CV)	7.743732175
Kurtosis	163.4914744
Mean	0.02724462655
Median Absolute Deviation (MAD)	0
Skewness	10.87160978
Sum	1516
Variance	0.04451048912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	54468	97.9%
1	953	1.7%
2	134	0.2%
3	72	0.1%
4	10	< 0.1%
5	4	< 0.1%
6	2	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	54468	97.9%
1	953	1.7%
2	134	0.2%
3	72	0.1%
4	10	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	2	< 0.1%
5	4	< 0.1%
4	10	< 0.1%
3	72	0.1%

dst2src_fin_packets
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.454190928

Minimum	0
Maximum	6
Zeros	31439
Zeros (%)	56.5%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5448824391
Coefficient of variation (CV)	1.199677064
Kurtosis	2.03795909
Mean	0.454190928
Median Absolute Deviation (MAD)	0
Skewness	0.9069205375
Sum	25273
Variance	0.2968968725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	31439	56.5%
1	23347	42.0%
2	711	1.3%
3	102	0.2%
4	31	0.1%
5	10	< 0.1%
6	4	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31439	56.5%
1	23347	42.0%
2	711	1.3%
3	102	0.2%
4	31	0.1%

Value	Count	Frequency (%)
6	4	< 0.1%
5	10	< 0.1%
4	31	0.1%
3	102	0.2%
2	711	1.3%

application_name
Text

Distinct	38
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	869.4 KiB

Length

Max length	21
Median length	4
Mean length	4.799079865
Min length	3

Characters and Unicode

Total characters	267040
Distinct characters	45
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	DHCPV6
2nd row	DHCPV6
3rd row	ICMP
4th row	HTTP
5th row	HTTP

Value	Count	Frequency (%)
http	23629	42.5%
icmpv6	12860	23.1%
igmp	3169	5.7%
ntp	3031	5.4%
tls	2862	5.1%
bittorrent	2438	4.4%
icmp	1955	3.5%
ssdp	1303	2.3%
unknown	1156	2.1%
ubntac2	927	1.7%
Other values (28)	2314	4.2%

Most occurring characters

Value	Count	Frequency (%)
T	57343	21.5%
P	47701	17.9%
H	24460	9.2%
M	18352	6.9%
I	18060	6.8%
C	17144	6.4%
V	13750	5.1%
6	13157	4.9%
S	6462	2.4%
n	5944	2.2%
Other values (35)	44667	16.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	223579	83.7%
Lowercase Letter	29293	11.0%
Decimal Number	14084	5.3%
Other Punctuation	77	< 0.1%
Connector Punctuation	5	< 0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	57343	25.6%
P	47701	21.3%
H	24460	10.9%
M	18352	8.2%
I	18060	8.1%
C	17144	7.7%
V	13750	6.1%
S	6462	2.9%
N	4998	2.2%
B	3366	1.5%
Other values (10)	11943	5.3%

Lowercase Letter

Value	Count	Frequency (%)
n	5944	20.3%
t	4894	16.7%
r	4884	16.7%
o	4301	14.7%
i	3045	10.4%
e	2462	8.4%
k	1193	4.1%
w	1161	4.0%
s	601	2.1%
c	601	2.1%
Other values (10)	207	0.7%

Decimal Number

Value	Count	Frequency (%)
6	13157	93.4%
2	927	6.6%

Other Punctuation

Value	Count	Frequency (%)
.	77	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	252872	94.7%
Common	14168	5.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	57343	22.7%
P	47701	18.9%
H	24460	9.7%
M	18352	7.3%
I	18060	7.1%
C	17144	6.8%
V	13750	5.4%
S	6462	2.6%
n	5944	2.4%
N	4998	2.0%
Other values (30)	38658	15.3%

Common

Value	Count	Frequency (%)
6	13157	92.9%
2	927	6.5%
.	77	0.5%
_	5	< 0.1%
-	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	267040	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	57343	21.5%
P	47701	17.9%
H	24460	9.2%
M	18352	6.9%
I	18060	6.8%
C	17144	6.4%
V	13750	5.1%
6	13157	4.9%
S	6462	2.4%
n	5944	2.2%
Other values (35)	44667	16.7%

application_category_name
Text

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	869.4 KiB

Length

Max length	13
Median length	12
Mean length	5.091204802
Min length	3

Characters and Unicode

Total characters	283295
Distinct characters	33
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Network
2nd row	Network
3rd row	Network
4th row	Web
5th row	Web

Value	Count	Frequency (%)
web	26496	47.6%
network	20185	36.3%
system	4335	7.8%
download	2443	4.4%
unspecified	1156	2.1%
vpn	594	1.1%
email	251	0.5%
media	67	0.1%
voip	58	0.1%
advertisement	30	0.1%
Other values (3)	29	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	53500	18.9%
W	26496	9.4%
b	26496	9.4%
o	25170	8.9%
t	24593	8.7%
w	22640	8.0%
N	20791	7.3%
r	20227	7.1%
k	20197	7.1%
s	5523	1.9%
Other values (23)	37662	13.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	226334	79.9%
Uppercase Letter	56961	20.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	53500	23.6%
b	26496	11.7%
o	25170	11.1%
t	24593	10.9%
w	22640	10.0%
r	20227	8.9%
k	20197	8.9%
s	5523	2.4%
m	4617	2.0%
y	4335	1.9%
Other values (10)	19036	8.4%

Uppercase Letter

Value	Count	Frequency (%)
W	26496	46.5%
N	20791	36.5%
S	4347	7.6%
D	2443	4.3%
U	1156	2.0%
P	652	1.1%
V	652	1.1%
E	251	0.4%
M	67	0.1%
I	58	0.1%
Other values (3)	48	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	283295	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	53500	18.9%
W	26496	9.4%
b	26496	9.4%
o	25170	8.9%
t	24593	8.7%
w	22640	8.0%
N	20791	7.3%
r	20227	7.1%
k	20197	7.1%
s	5523	1.9%
Other values (23)	37662	13.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	283295	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	53500	18.9%
W	26496	9.4%
b	26496	9.4%
o	25170	8.9%
t	24593	8.7%
w	22640	8.0%
N	20791	7.3%
r	20227	7.1%
k	20197	7.1%
s	5523	1.9%
Other values (23)	37662	13.3%

application_is_guessed
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4644346201

Minimum	0
Maximum	1
Zeros	29801
Zeros (%)	53.6%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4987379813
Coefficient of variation (CV)	1.073860474
Kurtosis	-1.979728803
Mean	0.4644346201
Median Absolute Deviation (MAD)	0
Skewness	0.1426266281
Sum	25843
Variance	0.2487395739
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	29801	53.6%
1	25843	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29801	53.6%
1	25843	46.4%

Value	Count	Frequency (%)
1	25843	46.4%
0	29801	53.6%

application_confidence
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.571633959

Minimum	0
Maximum	6
Zeros	1156
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	6
Q3	6
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.514639012
Coefficient of variation (CV)	0.704058434
Kurtosis	-1.968213527
Mean	3.571633959
Median Absolute Deviation (MAD)	0
Skewness	-0.0847874531
Sum	198740
Variance	6.32340936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
6	28632	51.5%
1	25423	45.7%
0	1156	2.1%
3	220	0.4%
4	200	0.4%
5	13	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1156	2.1%
1	25423	45.7%
3	220	0.4%
4	200	0.4%
5	13	< 0.1%

Value	Count	Frequency (%)
6	28632	51.5%
5	13	< 0.1%
4	200	0.4%
3	220	0.4%
1	25423	45.7%

requested_server_name
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	55644
Missing (%)	100.0%
Memory size	869.4 KiB

client_fingerprint
Text

Distinct	9
Distinct (%)	2.5%
Missing	55284
Missing (%)	99.4%
Memory size	869.4 KiB

Length

Max length	32
Median length	17
Mean length	20.10833333
Min length	8

Characters and Unicode

Total characters	7239
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	1,3,28,6
2nd row	1,3,6,12,15,28,42
3rd row	1,3,28,6
4th row	1,3,6,12,15,28,42
5th row	1,3,28,6

Value	Count	Frequency (%)
1,3,6,12,15,28,42	111	30.8%
1,3,28,6	105	29.2%
4b7ac34b7a2bc3be70a4361bd306559d	97	26.9%
c369db2c355ad05c76f5660af3179b01	21	5.8%
cc847787e1803cc91adeecfc721d1fc9	14	3.9%
1,28,2,3,15,6,12	6	1.7%
18b44fb15475eaf5d93a98ebaf99a0ce	3	0.8%
c1af646b48427e051d73839439d32709	2	0.6%
89f82c1fb0224e96dbc98916d8dbda04	1	0.3%

Most occurring characters

Value	Count	Frequency (%)
,	1017	14.0%
3	698	9.6%
1	663	9.2%
2	595	8.2%
b	541	7.5%
6	506	7.0%
4	435	6.0%
5	406	5.6%
7	398	5.5%
a	362	5.0%
Other values (7)	1618	22.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4448	61.4%
Lowercase Letter	1774	24.5%
Other Punctuation	1017	14.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	698	15.7%
1	663	14.9%
2	595	13.4%
6	506	11.4%
4	435	9.8%
5	406	9.1%
7	398	8.9%
0	280	6.3%
8	278	6.2%
9	189	4.2%

Lowercase Letter

Value	Count	Frequency (%)
b	541	30.5%
a	362	20.4%
c	362	20.4%
d	275	15.5%
e	151	8.5%
f	83	4.7%

Other Punctuation

Value	Count	Frequency (%)
,	1017	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5465	75.5%
Latin	1774	24.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	1017	18.6%
3	698	12.8%
1	663	12.1%
2	595	10.9%
6	506	9.3%
4	435	8.0%
5	406	7.4%
7	398	7.3%
0	280	5.1%
8	278	5.1%

Latin

Value	Count	Frequency (%)
b	541	30.5%
a	362	20.4%
c	362	20.4%
d	275	15.5%
e	151	8.5%
f	83	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7239	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	1017	14.0%
3	698	9.6%
1	663	9.2%
2	595	8.2%
b	541	7.5%
6	506	7.0%
4	435	6.0%
5	406	5.6%
7	398	5.5%
a	362	5.0%
Other values (7)	1618	22.4%

server_fingerprint
Text

Distinct	55
Distinct (%)	8.4%
Missing	54986
Missing (%)	98.8%
Memory size	869.4 KiB

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	21056
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	1.5%

Sample

1st row	91e914bce4ef89cc2b5fdad958d585f7
2nd row	63a37e7be22df054d1f448fc0c28b98f
3rd row	5397c414a9ebeaff1bf18b70ca22eaa0
4th row	303951d4c50efb2e991652225a6f02b1
5th row	303951d4c50efb2e991652225a6f02b1

Value	Count	Frequency (%)
303951d4c50efb2e991652225a6f02b1	100	15.2%
623de93db17d313345d7ea481e7443cf	97	14.7%
7bee5c1d424b7e5f943b06983bb11422	55	8.4%
2de81c22ea32a57162df5cb08d4a2795	55	8.4%
d199ba0af2b08e204c73d6d81a1fd260	38	5.8%
76cc3e2d3028143b23ec18e27dbd7ca9	24	3.6%
364ff14b04ef93c3b4cfa429d729c0d9	21	3.2%
30553045c697c20ead22a41ae6655ff1	20	3.0%
699a80bdb17efe157c861f92c5bf5d1d	18	2.7%
5397c414a9ebeaff1bf18b70ca22eaa0	17	2.6%
Other values (45)	213	32.4%

Most occurring characters

Value	Count	Frequency (%)
2	1909	9.1%
1	1664	7.9%
3	1639	7.8%
d	1497	7.1%
e	1425	6.8%
5	1424	6.8%
4	1379	6.5%
9	1344	6.4%
b	1262	6.0%
7	1223	5.8%
Other values (6)	6290	29.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13526	64.2%
Lowercase Letter	7530	35.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1909	14.1%
1	1664	12.3%
3	1639	12.1%
5	1424	10.5%
4	1379	10.2%
9	1344	9.9%
7	1223	9.0%
0	1070	7.9%
6	1005	7.4%
8	869	6.4%

Lowercase Letter

Value	Count	Frequency (%)
d	1497	19.9%
e	1425	18.9%
b	1262	16.8%
f	1134	15.1%
c	1117	14.8%
a	1095	14.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	13526	64.2%
Latin	7530	35.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	1909	14.1%
1	1664	12.3%
3	1639	12.1%
5	1424	10.5%
4	1379	10.2%
9	1344	9.9%
7	1223	9.0%
0	1070	7.9%
6	1005	7.4%
8	869	6.4%

Latin

Value	Count	Frequency (%)
d	1497	19.9%
e	1425	18.9%
b	1262	16.8%
f	1134	15.1%
c	1117	14.8%
a	1095	14.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21056	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1909	9.1%
1	1664	7.9%
3	1639	7.8%
d	1497	7.1%
e	1425	6.8%
5	1424	6.8%
4	1379	6.5%
9	1344	6.4%
b	1262	6.0%
7	1223	5.8%
Other values (6)	6290	29.9%

user_agent
Text

Distinct	2
Distinct (%)	33.3%
Missing	55638
Missing (%)	> 99.9%
Memory size	869.4 KiB

Length

Max length	85
Median length	65
Mean length	71.66666667
Min length	65

Characters and Unicode

Total characters	430
Distinct characters	42
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0
2nd row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0
3rd row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0
4th row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0
5th row	Mozilla/5.0 (X11; Linux x86_64; rv:43.0) Gecko/20100101 Firefox/43.0 Iceweasel/43.0.4

Value	Count	Frequency (%)
mozilla/5.0	6	13.6%
gecko/20100101	6	13.6%
windows	4	9.1%
nt	4	9.1%
6.1	4	9.1%
rv:53.0	4	9.1%
firefox/53.0	4	9.1%
x11	2	4.5%
linux	2	4.5%
x86_64	2	4.5%
Other values (3)	6	13.6%

Most occurring characters

Value	Count	Frequency (%)
0	44	10.2%
	38	8.8%
1	26	6.0%
.	26	6.0%
o	22	5.1%
/	20	4.7%
e	18	4.2%
i	18	4.2%
5	14	3.3%
l	14	3.3%
Other values (32)	190	44.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	158	36.7%
Decimal Number	124	28.8%
Other Punctuation	60	14.0%
Space Separator	38	8.8%
Uppercase Letter	36	8.4%
Close Punctuation	6	1.4%
Open Punctuation	6	1.4%
Connector Punctuation	2	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	22	13.9%
e	18	11.4%
i	18	11.4%
l	14	8.9%
r	12	7.6%
x	10	6.3%
a	8	5.1%
c	8	5.1%
f	6	3.8%
k	6	3.8%
Other values (7)	36	22.8%

Uppercase Letter

Value	Count	Frequency (%)
G	6	16.7%
F	6	16.7%
M	6	16.7%
W	4	11.1%
N	4	11.1%
T	4	11.1%
X	2	5.6%
L	2	5.6%
I	2	5.6%

Decimal Number

Value	Count	Frequency (%)
0	44	35.5%
1	26	21.0%
5	14	11.3%
3	14	11.3%
4	10	8.1%
6	8	6.5%
2	6	4.8%
8	2	1.6%

Other Punctuation

Value	Count	Frequency (%)
.	26	43.3%
/	20	33.3%
;	8	13.3%
:	6	10.0%

Space Separator

Value	Count	Frequency (%)
	38	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	236	54.9%
Latin	194	45.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	22	11.3%
e	18	9.3%
i	18	9.3%
l	14	7.2%
r	12	6.2%
x	10	5.2%
a	8	4.1%
c	8	4.1%
f	6	3.1%
G	6	3.1%
Other values (16)	72	37.1%

Common

Value	Count	Frequency (%)
0	44	18.6%
	38	16.1%
1	26	11.0%
.	26	11.0%
/	20	8.5%
5	14	5.9%
3	14	5.9%
4	10	4.2%
6	8	3.4%
;	8	3.4%
Other values (6)	28	11.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	430	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	44	10.2%
	38	8.8%
1	26	6.0%
.	26	6.0%
o	22	5.1%
/	20	4.7%
e	18	4.2%
i	18	4.2%
5	14	3.3%
l	14	3.3%
Other values (32)	190	44.2%

content_type
Text

Distinct	20
Distinct (%)	1.6%
Missing	54429
Missing (%)	97.8%
Memory size	869.4 KiB

Length

Max length	25
Median length	24
Mean length	13.97283951
Min length	1

Characters and Unicode

Total characters	16977
Distinct characters	26
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.3%

Sample

1st row	text/javascript
2nd row	application/javascript
3rd row	image/gif
4th row	image/gif
5th row	application/ocsp-response

Value	Count	Frequency (%)
image/gif	249	20.6%
application/javascript	179	14.8%
text/html	162	13.4%
text/javascript	141	11.7%
application/json	115	9.5%
image/jpeg	101	8.3%
application/x-javascript	100	8.3%
image/png	45	3.7%
text/plain	32	2.6%
text/css	30	2.5%
Other values (9)	56	4.6%

Most occurring characters

Value	Count	Frequency (%)
a	2126	12.5%
i	1954	11.5%
t	1768	10.4%
p	1482	8.7%
/	1210	7.1%
e	915	5.4%
c	897	5.3%
g	809	4.8%
s	665	3.9%
n	659	3.9%
Other values (16)	4492	26.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15601	91.9%
Other Punctuation	1212	7.1%
Dash Punctuation	129	0.8%
Decimal Number	21	0.1%
Math Symbol	9	0.1%
Space Separator	5	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	2126	13.6%
i	1954	12.5%
t	1768	11.3%
p	1482	9.5%
e	915	5.9%
c	897	5.7%
g	809	5.2%
s	665	4.3%
n	659	4.2%
j	636	4.1%
Other values (10)	3690	23.7%

Other Punctuation

Value	Count	Frequency (%)
/	1210	99.8%
.	2	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	129	100.0%

Decimal Number

Value	Count	Frequency (%)
2	21	100.0%

Math Symbol

Value	Count	Frequency (%)
+	9	100.0%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15601	91.9%
Common	1376	8.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	2126	13.6%
i	1954	12.5%
t	1768	11.3%
p	1482	9.5%
e	915	5.9%
c	897	5.7%
g	809	5.2%
s	665	4.3%
n	659	4.2%
j	636	4.1%
Other values (10)	3690	23.7%

Common

Value	Count	Frequency (%)
/	1210	87.9%
-	129	9.4%
2	21	1.5%
+	9	0.7%
	5	0.4%
.	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16977	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	2126	12.5%
i	1954	11.5%
t	1768	10.4%
p	1482	8.7%
/	1210	7.1%
e	915	5.4%
c	897	5.3%
g	809	4.8%
s	665	3.9%
n	659	3.9%
Other values (16)	4492	26.5%

label
Real number (ℝ)

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1

Minimum	1
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	869.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	1
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	55644
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
1	55644	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	55644	100.0%

Value	Count	Frequency (%)
1	55644	100.0%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII